Light detection and ranging (lidar) is a technology that can be used to measure distances to remote targets. Typically, a lidar system includes a light source and an optical receiver. The light source can include, for example, a laser which emits light having a particular operating wavelength. The operating wavelength of a lidar system may lie, for example, in the infrared, visible, or ultraviolet portions of the electromagnetic spectrum. The light source emits light toward a target which scatters the light, and some of the scattered light is received back at the receiver. The system determines the distance to the target based on one or more characteristics associated with the received light. For example, the lidar system may determine the distance to the target based on the time of flight for a pulse of light emitted by the light source to travel to the target and back to the lidar system.
Various embodiments of the invention are disclosed in the following detailed description and the accompanying drawings.
The invention can be implemented in numerous ways, including as a process; an apparatus; a system; a composition of matter; a computer program product embodied on a computer readable storage medium; and/or a processor, such as a processor configured to execute instructions stored on and/or provided by a memory coupled to the processor. In this specification, these implementations, or any other form that the invention may take, may be referred to as techniques. In general, the order of the steps of disclosed processes may be altered within the scope of the invention. Unless stated otherwise, a component such as a processor or a memory described as being configured to perform a task may be implemented as a general component that is temporarily configured to perform the task at a given time or a specific component that is manufactured to perform the task. As used herein, the term ‘processor’ refers to one or more devices, circuits, and/or processing cores configured to process data, such as computer program instructions.
A detailed description of one or more embodiments of the invention is provided below along with accompanying figures that illustrate the principles of the invention. The invention is described in connection with such embodiments, but the invention is not limited to any embodiment. The scope of the invention is limited only by the claims and the invention encompasses numerous alternatives, modifications and equivalents. Numerous specific details are set forth in the following description in order to provide a thorough understanding of the invention. These details are provided for the purpose of example and the invention may be practiced according to the claims without some or all of these specific details. For the purpose of clarity, technical material that is known in the technical fields related to the invention has not been described in detail so that the invention is not unnecessarily obscured.
A lidar system with pulse-energy measurement is disclosed. Using the disclosed systems and techniques, the pulse energy associated with individual output light pulses from a lidar system can be measured. For example, using pulse-energy measurement circuitry integrated into a lidar system, the pulse energy for individual pulses can be measured at various points in a lidar scan. In some embodiments, the lidar output beam is split and a portion of the output beam is sent to a pulse-energy circuit as a test pulse associated with an output pulse. The pulse-energy circuit measures the peak voltage of the test pulse and can output a numerical value corresponding to the individual energy amount of the test pulse and related output pulse. In some embodiments, the pulse-energy circuit is a pulse-energy measurement circuit that includes a detector, such as a photodetector. The detector outputs a photocurrent associated with the test pulse that is converted by the pulse-energy measurement circuit to a corresponding voltage pulse. The voltage pulse is then analyzed by the pulse-energy measurement circuit to determine a numerical value corresponding to the pulse energy of the test pulse. For example, a peak voltage can be detected and used to determine a corresponding numerical value. A processor and/or controller of the lidar system determines the energy of the test and/or output pulse based on the determined corresponding numerical value.
In various embodiments, the output signal of the pulse-energy measurement circuit can be used to monitor and/or manage the performance of the lidar system. For example, the pulse measurements can be used to provide feedback to power down or up the output beam such as reducing the laser output during an eclipse period and/or changing the laser output during a scan, such as changing the output as a function of scan angle. In some embodiments, an instruction can be sent to adjust the energy of emitted light pulses that results in a decrease in energy for subsequently emitted pulses to a level below a particular threshold energy. In various embodiments, the instruction is applied to subsequently emitted light pulses that are directed by the scanner away from the window of the lidar system such as during an eclipse period. In some embodiments, the pulse measurements can be used to improve the accuracy of lidar results, such as improving reflectance accuracy, and/or can be used to implement failover techniques such as in the case of a detected malfunction, among other uses. For example, in the event the pulse measurements are outside the expected operating range, an alert can be triggered to address the detected condition. In some embodiments, the alert is used to shut down the lidar system or place the lidar system in a secondary or failover mode. As another example, the pulse-energy measurements allow for pulse output variation as a function of the field of regard such as when transitioning from a region of interest to the periphery. The pulse-energy measurement circuit allows for confirmation that the output pulses corresponding to different regions of a field of regard are within expected values. In some embodiments, there may be a latency associated with the feedback provided by pulse-energy measurements and the system accounts for the delay when measuring/modifying the output pulses.
In some embodiments, a system comprises at least a light source, an optical splitter, and a pulse-energy measurement circuit. For example, a lidar system operates in a vehicle and includes at least a light source, an optical splitter, and a pulse-energy measurement circuit. The light source is configured to generate an emitted beam of light comprising an emitted pulse of light. For example, the light source can emit a light pulse at one or more particular wavelengths. The optical splitter is configured to split the emitted beam of light to produce at least (i) a test beam of light comprising a test pulse of light and (ii) an output beam of light comprising an output pulse of light. The test pulse of light comprises a first portion of the emitted pulse of light. The output pulse of light comprises a second portion of the emitted pulse of light allowed to at least in part exit the system. For example, the output pulse of light exits a lidar system as part of a scanning technique to scan a field of regard. In various embodiments, the pulse-energy measurement circuit is configured to receive the test pulse of light and determine a numerical value corresponding to an individual energy amount of the test pulse of light. For example, the test pulse of light is directed to a pulse-energy measurement circuit where the peak voltage of the test pulse is measured. The measured value can be used to determine a corresponding measure for the output pulse of light. In various embodiments, a pulse-energy measurement can be determined from the output of the pulse-energy measurement circuit and used to determine whether the output pulse of light and/or system is operating as intended, such as within an operating energy range. For example, in the event the test pulse of light is not found to be operating as expected, such as outside the operating energy range, an alert, such as an alert that the system is not operating properly, can be triggered for the system. As another example, a pulse-energy measurement can be used to send an instruction to adjust the energy of one or more subsequent emitted output pulses and/or to confirm that the energy of a subsequent emitted pulse was adjusted consistent with an instruction.
In some embodiments, the pulse-energy measurement circuit includes a detector, an electronic amplifier, a peak-hold circuit, and an analog-to-digital converter (ADC). The detector is configured to produce a pulse of photocurrent corresponding to the test pulse of light. The electronic amplifier is configured to produce a voltage pulse corresponding to the pulse of photocurrent and the peak-hold circuit is configured to produce a voltage signal corresponding to a peak of the voltage pulse. In various embodiments, the produced voltage signal corresponds to the peak voltage of the test pulse of light. The ADC is configured to determine a numerical value corresponding to the energy of the test pulse of light, wherein the numerical value is determined based on the voltage signal corresponding to the peak of the voltage pulse. By determining a numerical value corresponding to the energy of the test pulse of light, the energy of the output pulse of light can be determined as well. In various embodiments, the determined numerical values are used by the system to monitor and/or adjust the operation of the system.
A lidar system operates in a vehicle and includes multiple “eyes,” each of which has its own field of regard, or an angular range over which the eye scans targets using pulses of light in accordance with a scan pattern. The fields of regard can combine along a certain dimension (e.g., horizontally) to define the overall field of regard of the lidar system. The lidar system then can use data received via both eyes to generate a point cloud or otherwise process the received data.
In a two-eye configuration of the lidar system, the two eyes can be housed together and scan the respective fields of regard via a shared window or separate windows, or the eyes can be housed separately. In the latter case, an assembly referred to as a “sensor head” can include a scanner, a receiver, and an optical element such as a collimator or a laser diode to generate or convey a beam of light.
Depending on the implementation, each eye of a lidar system can include a separate scanner (e.g., each eye can be equipped with a pivotable scan mirror to scan the field of regard vertically and another pivotable scan mirror to scan the field of regard horizontally), a partially shared scanner (e.g., each eye can be equipped with a pivotable scan mirror to scan the field of regard vertically, and a shared polygon mirror can scan the corresponding fields of regard horizontally, using different reflective surfaces), or a fully shared scanner (e.g., a pivotable planar mirror can scan the fields of regard vertically by reflecting incident beams at different regions on the reflective surface, and a shared polygon mirror can scan the corresponding fields of regard horizontally, using different reflective surfaces).
Different hardware configurations allow the lidar system to operate the eyes more independently of each other, as is the case with separate scanners, or less independently, as is the case with a fully shared scanner. For example, the two or more eyes may scan the respective fields of regard using similar or different scan patterns. In one implementation, the two eyes trace out the same pattern, but with a certain time differential to maintain angular separation between light-source fields of view and thereby reduce the probability of cross-talk events between the sensor heads. In another implementation, the two eyes scan the corresponding fields of regard according to different scan patterns, at least in some operational states (e.g., when the vehicle is turning right or left).
Further, according to one approach, two eyes of a lidar system are arranged so that the fields of regard of the eyes are adjacent and non-overlapping. For example, each field of regard can span approximately 60 degrees horizontally and 30 degrees vertically, so that the combined field of regard of the lidar system spans approximately 120 degrees horizontally and 30 degrees vertically. The corresponding scanners (or paths within a shared scanner) can point away from each other at a certain angle, for example, so that the respective fields of regard abut approximately at an axis corresponding to the forward-facing direction of the vehicle.
Alternatively, the lidar system can operate in a “cross-eyed” configuration to create an area of overlap between the fields of regard. The area of overlap can be approximately centered along the forward-facing direction or another direction, which in some implementations a controller can determine dynamically. In this implementation, the two sensor heads can yield a higher density of scan in the area that generally is more important. In some implementations, the fields of regard in a cross-eyed two-eye configuration are offset from each other by a half-pixel value, so that the area of overlap has twice as many pixels. In general, the fields of regard can overlap angularly or translationally. To reduce the probability of cross-talk events (e.g., the situation when a pulse emitted by the light source associated with the first eye is received by the receiver of the second eye), the lidar system can use output beams with different wavelengths.
Once the output beam 125 reaches the downrange target 130, the target may scatter or reflect at least a portion of light from the output beam 125, and some of the scattered or reflected light may return toward the lidar system 100. In the example of
In particular embodiments, output beam 125 may include or may be referred to as an optical signal, output optical signal, emitted optical signal, output light, emitted pulse of light, laser beam, light beam, optical beam, emitted beam, emitted light, or beam. In particular embodiments, input beam 135 may include or may be referred to as a received optical signal, received pulse of light, input pulse of light, input optical signal, return beam, received beam, return light, received light, input light, scattered light, or reflected light. As used herein, scattered light may refer to light that is scattered or reflected by a target 130. As an example, an input beam 135 may include: light from the output beam 125 that is scattered by target 130; light from the output beam 125 that is reflected by target 130; or a combination of scattered and reflected light from target 130.
In particular embodiments, receiver 140 may receive or detect photons from input beam 135 and produce one or more representative signals. For example, the receiver 140 may produce an output electrical signal 145 that is representative of the input beam 135, and the electrical signal 145 may be sent to controller 150. In particular embodiments, receiver 140 or controller 150 may include a processor, computing system (e.g., an ASIC or FPGA), or other suitable circuitry. A controller 150 may be configured to analyze one or more characteristics of the electrical signal 145 from the receiver 140 to determine one or more characteristics of the target 130, such as its distance downrange from the lidar system 100. This may be done, for example, by analyzing a time of flight or a frequency or phase of a transmitted beam of light 125 or a received beam of light 135. If lidar system 100 measures a time of flight of T (e.g., T represents a round-trip time of flight for an emitted pulse of light to travel from the lidar system 100 to the target 130 and back to the lidar system 100), then the distance D from the target 130 to the lidar system 100 may be expressed as D = c. T/2, where c is the speed of light (approximately 3.0X108 m/s). As an example, if a time of flight is measured to be T= 300 ns, then the distance from the target 130 to the lidar system 100 may be determined to be approximately D = 45.0 m. As another example, if a time of flight is measured to be T = 1.33 µs, then the distance from the target 130 to the lidar system 100 may be determined to be approximately D = 199.5 m. In particular embodiments, a distance D from lidar system 100 to a target 130 may be referred to as a distance, depth, or range of target 130. As used herein, the speed of light c refers to the speed of light in any suitable medium, such as for example in air, water, or vacuum. As an example, the speed of light in vacuum is approximately 2.9979×108 m/s, and the speed of light in air (which has a refractive index of approximately 1.0003) is approximately 2.9970×108 m/s.
In particular embodiments, light source 110 may include a pulsed or CW laser. As an example, light source 110 may be a pulsed laser configured to produce or emit pulses of light with a pulse duration or pulse width of approximately 10 picoseconds (ps) to 100 nanoseconds (ns). The pulses may have a pulse duration of approximately 100 ps, 200 ps, 400 ps, 1 ns, 2 ns, 5 ns, 10 ns, 20 ns, 50 ns, 100 ns, or any other suitable pulse duration. As another example, light source 110 may be a pulsed laser that produces pulses with a pulse duration of approximately 1-5 ns. As another example, light source 110 may be a pulsed laser that produces pulses at a pulse repetition frequency of approximately 100 kHz to 10 MHz or a pulse period (e.g., a time between consecutive pulses) of approximately 100 ns to 10 µs. In particular embodiments, light source 110 may have a substantially constant pulse repetition frequency, or light source 110 may have a variable or adjustable pulse repetition frequency. As an example, light source 110 may be a pulsed laser that produces pulses at a substantially constant pulse repetition frequency of approximately 640 kHz (e.g., 640,000 pulses per second), corresponding to a pulse period of approximately 1.56 µs. As another example, light source 110 may have a pulse repetition frequency (which may be referred to as a repetition rate) that can be varied from approximately 200 kHz to 3 MHz. As used herein, a pulse of light may be referred to as an optical pulse, a light pulse, or a pulse.
In some embodiments, light source 110 may emit pulses at different wavelengths and with a particular encoding time delay between the pulses of different wavelengths. For example, two different groups of pulses can each include pulses of different wavelengths and each pulse group can utilize a different encoding time delay.
In particular embodiments, light source 110 may include a pulsed or CW laser that produces a free-space output beam 125 having any suitable average optical power. As an example, output beam 125 may have an average power of approximately 1 milliwatt (mW), 10 mW, 100 mW, 1 watt (W), 10 W, or any other suitable average power. In particular embodiments, output beam 125 may include optical pulses with any suitable pulse energy or peak optical power. As an example, output beam 125 may include pulses with a pulse energy of approximately 0.01 µJ, 0.1 µJ, 0.5 µJ, 1 µJ, 2 µJ, 10 µJ, 100 µJ, 1 mJ, or any other suitable pulse energy. As another example, output beam 125 may include pulses with a peak power of approximately 10 W, 100 W, 1 kW, 5 kW, 10 kW, or any other suitable peak power. The peak power (Ppeak) of a pulse of light can be related to the pulse energy (E) by the expression E=Ppeak·Δt, where Δt is the duration of the pulse, and the duration of a pulse may be defined as the full width at half maximum duration of the pulse. For example, an optical pulse with a duration of 1 ns and a pulse energy of 1 µJ has a peak power of approximately 1 kW. The average power (Pav) of an output beam 125 can be related to the pulse repetition frequency (PRF) and pulse energy by the expression Pav = PRF·E. For example, if the pulse repetition frequency is 500 kHz, then the average power of an output beam 125 with 1-µJ pulses is approximately 0.5 W.
In particular embodiments, light source 110 may include a laser diode, such as for example, a Fabry-Perot laser diode, a quantum well laser, a distributed Bragg reflector (DBR) laser, a distributed feedback (DFB) laser, a vertical-cavity surface-emitting laser (VCSEL), a quantum dot laser diode, a grating-coupled surface-emitting laser (GCSEL), a slab-coupled optical waveguide laser (SCOWL), a single-transverse-mode laser diode, a multi-mode broad area laser diode, a laser-diode bar, a laser-diode stack, or a tapered-stripe laser diode. As an example, light source 110 may include an aluminum-gallium-arsenide (AlGaAs) laser diode, an indium-gallium-arsenide (InGaAs) laser diode, an indium-gallium-arsenide-phosphide (InGaAsP) laser diode, or a laser diode that includes any suitable combination of aluminum (Al), indium (In), gallium (Ga), arsenic (As), phosphorous (P), or any other suitable material. In particular embodiments, light source 110 may include a pulsed or CW laser diode with a peak emission wavelength between 1200 nm and 1600 nm. As an example, light source 110 may include a current-modulated InGaAsP DFB laser diode that produces optical pulses at a wavelength of approximately 1550 nm. As another example, light source 110 may include a laser diode that emits light at a wavelength between 1500 nm and 1510 nm.
In particular embodiments, light source 110 may include a pulsed or CW laser diode followed by one or more optical-amplification stages. For example, a seed laser diode may produce a seed optical signal, and an optical amplifier may amplify the seed optical signal to produce an amplified optical signal that is emitted by the light source 110. In particular embodiments, an optical amplifier may include a fiber-optic amplifier or a semiconductor optical amplifier (SOA). For example, a pulsed laser diode may produce relatively low-power optical seed pulses which are amplified by a fiber-optic amplifier. As another example, a light source 110 may include a fiber-laser module that includes a current-modulated laser diode with an operating wavelength of approximately 1550 nm followed by a single-stage or a multi-stage erbium-doped fiber amplifier (EDFA) or erbium-ytterbium-doped fiber amplifier (EYDFA) that amplifies the seed pulses from the laser diode. As another example, light source 110 may include a continuous-wave (CW) or quasi-CW laser diode followed by an external optical modulator (e.g., an electro-optic amplitude modulator). The optical modulator may modulate the CW light from the laser diode to produce optical pulses which are sent to a fiber-optic amplifier or SOA. As another example, light source 110 may include a pulsed or CW seed laser diode followed by a semiconductor optical amplifier (SOA). The SOA may include an active optical waveguide configured to receive light from the seed laser diode and amplify the light as it propagates through the waveguide. The optical gain of the SOA may be provided by pulsed or direct-current (DC) electrical current supplied to the SOA. The SOA may be integrated on the same chip as the seed laser diode, or the SOA may be a separate device with an anti-reflection coating on its input facet or output facet. As another example, light source 110 may include a seed laser diode followed by an SOA, which in turn is followed by a fiber-optic amplifier. For example, the seed laser diode may produce relatively low-power seed pulses which are amplified by the SOA, and the fiber-optic amplifier may further amplify the optical pulses.
In particular embodiments, light source 110 may include a direct-emitter laser diode. A direct-emitter laser diode (which may be referred to as a direct emitter) may include a laser diode which produces light that is not subsequently amplified by an optical amplifier. A light source 110 that includes a direct-emitter laser diode may not include an optical amplifier, and the output light produced by a direct emitter may not be amplified after it is emitted by the laser diode. The light produced by a direct-emitter laser diode (e.g., optical pulses, CW light, or frequency-modulated light) may be emitted directly as a free-space output beam 125 without being amplified. A direct-emitter laser diode may be driven by an electrical power source that supplies current pulses to the laser diode, and each current pulse may result in the emission of an output optical pulse.
In particular embodiments, light source 110 may include a diode-pumped solid-state (DPSS) laser. A DPSS laser (which may be referred to as a solid-state laser) may refer to a laser that includes a solid-state, glass, ceramic, or crystal-based gain medium that is pumped by one or more pump laser diodes. The gain medium may include a host material that is doped with rare-earth ions (e.g., neodymium, erbium, ytterbium, or praseodymium). For example, a gain medium may include a yttrium aluminum garnet (YAG) crystal that is doped with neodymium (Nd) ions, and the gain medium may be referred to as a Nd:YAG crystal. A DPSS laser with a Nd:YAG gain medium may produce light at a wavelength between approximately 1300 nm and approximately 1400 nm, and the Nd:YAG gain medium may be pumped by one or more pump laser diodes with an operating wavelength between approximately 730 nm and approximately 900 nm. A DPSS laser may be a passively Q-switched laser that includes a saturable absorber (e.g., a vanadium-doped crystal that acts as a saturable absorber). Alternatively, a DPSS laser may be an actively Q-switched laser that includes an active Q-switch (e.g., an acousto-optic modulator or an electro-optic modulator). A passively or actively Q-switched DPSS laser may produce output optical pulses that form an output beam 125 of a lidar system 100.
In particular embodiments, an output beam of light 125 emitted by light source 110 may be a collimated optical beam having any suitable beam divergence, such as for example, a full-angle beam divergence of approximately 0.5 to 10 milliradians (mrad). A divergence of output beam 125 may refer to an angular measure of an increase in beam size (e.g., a beam radius or beam diameter) as output beam 125 travels away from light source 110 or lidar system 100. In particular embodiments, output beam 125 may have a substantially circular cross section with a beam divergence characterized by a single divergence value. As an example, an output beam 125 with a circular cross section and a full-angle beam divergence of 2 mrad may have a beam diameter or spot size of approximately 20 cm at a distance of 100 m from lidar system 100. In particular embodiments, output beam 125 may have a substantially elliptical cross section characterized by two divergence values. As an example, output beam 125 may have a fast axis and a slow axis, where the fast-axis divergence is greater than the slow-axis divergence. As another example, output beam 125 may be an elliptical beam with a fast-axis divergence of 4 mrad and a slow-axis divergence of 2 mrad.
In particular embodiments, an output beam of light 125 emitted by light source 110 may be unpolarized or randomly polarized, may have no specific or fixed polarization (e.g., the polarization may vary with time), or may have a particular polarization (e.g., output beam 125 may be linearly polarized, elliptically polarized, or circularly polarized). As an example, light source 110 may produce light with no specific polarization or may produce light that is linearly polarized.
In particular embodiments, lidar system 100 may include one or more optical components configured to reflect, focus, filter, shape, modify, steer, or direct light within the lidar system 100 or light produced or received by the lidar system 100 (e.g., output beam 125 or input beam 135). As an example, lidar system 100 may include one or more lenses, mirrors, filters (e.g., band-pass or interference filters), beam splitters, optical splitters, polarizers, polarizing beam splitters, wave plates (e.g., half-wave or quarter-wave plates), diffractive elements, holographic elements, isolators, couplers, detectors, beam combiners, or collimators. The optical components in a lidar system 100 may be free-space optical components, fiber-coupled optical components, or a combination of free-space and fiber-coupled optical components.
In particular embodiments, lidar system 100 may include a telescope, one or more lenses, or one or more mirrors configured to expand, focus, or collimate the output beam 125 or the input beam 135 to a desired beam diameter or divergence. As an example, the lidar system 100 may include one or more lenses to focus the input beam 135 onto a photodetector of receiver 140. As another example, the lidar system 100 may include one or more flat mirrors or curved mirrors (e.g., concave, convex, or parabolic mirrors) to steer or focus the output beam 125 or the input beam 135. For example, the lidar system 100 may include an off-axis parabolic mirror to focus the input beam 135 onto a photodetector of receiver 140. As illustrated in
In particular embodiments, mirror 115 may provide for output beam 125 and input beam 135 to be substantially coaxial so that the two beams travel along approximately the same optical path (albeit in opposite directions). The input and output beams being substantially coaxial may refer to the beams being at least partially overlapped or sharing a common propagation axis so that input beam 135 and output beam 125 travel along substantially the same optical path (albeit in opposite directions). As an example, output beam 125 and input beam 135 may be parallel to each other to within less than 10 mrad, 5 mrad, 2 mrad, 1 mrad, 0.5 mrad, or 0.1 mrad. As output beam 125 is scanned across a field of regard, the input beam 135 may follow along with the output beam 125 so that the coaxial relationship between the two beams is maintained.
In particular embodiments, lidar system 100 may include a scanner 120 configured to scan an output beam 125 across a field of regard of the lidar system 100. As an example, scanner 120 may include one or more scanning mirrors configured to pivot, rotate, oscillate, or move in an angular manner about one or more rotation axes. The output beam 125 may be reflected by a scanning mirror, and as the scanning mirror pivots or rotates, the reflected output beam 125 may be scanned in a corresponding angular manner. As an example, a scanning mirror may be configured to periodically pivot back and forth over a 30-degree range, which results in the output beam 125 scanning back and forth across a 60-degree range (e.g., a Θ-degree rotation by a scanning mirror results in a 20-degree angular scan of output beam 125).
In particular embodiments, a scanning mirror (which may be referred to as a scan mirror) may be attached to or mechanically driven by a scanner actuator or mechanism which pivots or rotates the mirror over a particular angular range (e.g., over a 5° angular range, 30° angular range, 60° angular range, 120° angular range, 360° angular range, or any other suitable angular range). A scanner actuator or mechanism configured to pivot or rotate a mirror may include a galvanometer scanner, a resonant scanner, a piezoelectric actuator, a voice coil motor, an electric motor (e.g., a DC motor, a brushless DC motor, a synchronous electric motor, or a stepper motor), a microelectromechanical systems (MEMS) device, or any other suitable actuator or mechanism. As an example, a scanner 120 may include a scanning mirror attached to a galvanometer scanner configured to pivot back and forth over a 1° to 30° angular range. As another example, a scanner 120 may include a scanning mirror that is attached to or is part of a MEMS device configured to scan over a 1° to 30° angular range. As another example, a scanner 120 may include a polygon mirror configured to rotate continuously in the same direction (e.g., rather than pivoting back and forth, the polygon mirror continuously rotates 360 degrees in a clockwise or counterclockwise direction). The polygon mirror may be coupled or attached to a synchronous motor configured to rotate the polygon mirror at a substantially fixed rotational frequency (e.g., a rotational frequency of approximately 1 Hz, 10 Hz, 50 Hz, 100 Hz, 500 Hz, or 1,000 Hz).
In particular embodiments, scanner 120 may be configured to scan the output beam 125 (which may include at least a portion of the light emitted by light source 110) across a field of regard of the lidar system 100. A field of regard (FOR) of a lidar system 100 may refer to an area, region, or angular range over which the lidar system 100 may be configured to scan or capture distance information. As an example, a lidar system 100 with an output beam 125 with a 30-degree scanning range may be referred to as having a 30-degree angular field of regard. As another example, a lidar system 100 with a scanning mirror that rotates over a 30-degree range may produce an output beam 125 that scans across a 60-degree range (e.g., a 60-degree FOR). In particular embodiments, lidar system 100 may have a FOR of approximately 10°, 20°, 40°, 60°, 120°, 360°, or any other suitable FOR.
In particular embodiments, scanner 120 may be configured to scan the output beam 125 horizontally and vertically, and lidar system 100 may have a particular FOR along the horizontal direction and another particular FOR along the vertical direction. As an example, lidar system 100 may have a horizontal FOR of 10° to 120° and a vertical FOR of 2° to 45°. In particular embodiments, scanner 120 may include a first scan mirror and a second scan mirror, where the first scan mirror directs the output beam 125 toward the second scan mirror, and the second scan mirror directs the output beam 125 downrange from the lidar system 100. As an example, the first scan mirror may scan the output beam 125 along a first direction, and the second scan mirror may scan the output beam 125 along a second direction that is substantially orthogonal to the first direction. As another example, the first scan mirror may scan the output beam 125 along a substantially horizontal direction, and the second scan mirror may scan the output beam 125 along a substantially vertical direction (or vice versa). As another example, the first and second scan mirrors may each be driven by galvanometer scanners. As another example, the first or second scan mirror may include a polygon mirror driven by an electric motor. In particular embodiments, scanner 120 may be referred to as a beam scanner, optical scanner, or laser scanner.
In particular embodiments, one or more scanning mirrors may be communicatively coupled to controller 150 which may control the scanning mirror(s) so as to guide the output beam 125 in a desired direction downrange or along a desired scan pattern. In particular embodiments, a scan pattern may refer to a pattern or path along which the output beam 125 is directed. As an example, scanner 120 may include two scanning mirrors configured to scan the output beam 125 across a 60° horizontal FOR and a 20° vertical FOR. The two scanner mirrors may be controlled to follow a scan path that substantially covers the 60°×20° FOR. As an example, the scan path may result in a point cloud with pixels that substantially cover the 60°×20° FOR. The pixels may be approximately evenly distributed across the 60°×20° FOR. Alternatively, the pixels may have a particular nonuniform distribution (e.g., the pixels may be distributed across all or a portion of the 60°×20° FOR, and the pixels may have a higher density in one or more particular regions of the 60°×20° FOR).
In particular embodiments, a lidar system 100 may include a scanner 120 with a solid-state scanning device. A solid-state scanning device may refer to a scanner 120 that scans an output beam 125 without the use of moving parts (e.g., without the use of a mechanical scanner, such as a mirror that rotates or pivots). For example, a solid-state scanner 120 may include one or more of the following: an optical phased array scanning device; a liquid-crystal scanning device; or a liquid lens scanning device. A solid-state scanner 120 may be an electrically addressable device that scans an output beam 125 along one axis (e.g., horizontally) or along two axes (e.g., horizontally and vertically). In particular embodiments, a scanner 120 may include a solid-state scanner and a mechanical scanner. For example, a scanner 120 may include an optical phased array scanner configured to scan an output beam 125 in one direction and a galvanometer scanner that scans the output beam 125 in an orthogonal direction. The optical phased array scanner may scan the output beam relatively rapidly in a horizontal direction across the field of regard (e.g., at a scan rate of 50 to 1,000 scan lines per second), and the galvanometer may pivot a mirror at a rate of 1-30 Hz to scan the output beam 125 vertically.
In particular embodiments, a lidar system 100 may include a light source 110 configured to emit pulses of light and a scanner 120 configured to scan at least a portion of the emitted pulses of light across a field of regard of the lidar system 100. One or more of the emitted pulses of light may be scattered by a target 130 located downrange from the lidar system 100, and a receiver 140 may detect at least a portion of the pulses of light scattered by the target 130. A receiver 140 may be referred to as a photoreceiver, optical receiver, optical sensor, detector, photodetector, or optical detector. In particular embodiments, lidar system 100 may include a receiver 140 that receives or detects at least a portion of input beam 135 and produces an electrical signal that corresponds to input beam 135. As an example, if input beam 135 includes an optical pulse, then receiver 140 may produce an electrical current or voltage pulse that corresponds to the optical pulse detected by receiver 140. As another example, receiver 140 may include one or more avalanche photodiodes (APDs) or one or more single-photon avalanche diodes (SPADs). As another example, receiver 140 may include one or more PN photodiodes (e.g., a photodiode structure formed by a p-type semiconductor and an n-type semiconductor, where the PN acronym refers to the structure having p-doped and n-doped regions) or one or more PIN photodiodes (e.g., a photodiode structure formed by an undoped intrinsic semiconductor region located between p-type and n-type regions, where the PIN acronym refers to the structure having p-doped, intrinsic, and n-doped regions). An APD, SPAD, PN photodiode, or PIN photodiode may each be referred to as a detector, photodetector, or photodiode. A detector may have an active region or an avalanche-multiplication region that includes silicon, germanium, InGaAs, InAsSb (indium arsenide antimonide), AlAsSb (aluminum arsenide antimonide), or AlInAsSb (aluminum indium arsenide antimonide). The active region may refer to an area over which a detector may receive or detect input light. An active region may have any suitable size or diameter, such as for example, a diameter of approximately 10 µm, 25 µm, 50 µm, 80 µm, 100 µm, 200 µm, 500 µm, 1 mm, 2 mm, or 5 mm.
In particular embodiments, receiver 140 may include electronic circuitry that performs signal amplification, sampling, filtering, signal conditioning, analog-to-digital conversion, time-to-digital conversion, pulse detection, threshold detection, rising-edge detection, or falling-edge detection. As an example, receiver 140 may include a transimpedance amplifier that converts a received photocurrent (e.g., a current produced by an APD in response to a received optical signal) into a voltage signal. The voltage signal may be sent to pulse-detection circuitry that produces an analog or digital output signal 145 that corresponds to one or more optical characteristics (e.g., rising edge, falling edge, amplitude, duration, or energy) of a received optical pulse. As an example, the pulse-detection circuitry may perform a time-to-digital conversion to produce a digital output signal 145. The electrical output signal 145 may be sent to controller 150 for processing or analysis (e.g., to determine a time-of-flight value corresponding to a received optical pulse).
In particular embodiments, a controller 150 (which may include or may be referred to as a processor, an FPGA, an ASIC, a computer, or a computing system) may be located within a lidar system 100 or outside of a lidar system 100. Alternatively, one or more parts of a controller 150 may be located within a lidar system 100, and one or more other parts of a controller 150 may be located outside a lidar system 100. In particular embodiments, one or more parts of a controller 150 may be located within a receiver 140 of a lidar system 100, and one or more other parts of a controller 150 may be located in other parts of the lidar system 100. For example, a receiver 140 may include an FPGA or ASIC configured to process an output electrical signal from the receiver 140, and the processed signal may be sent to a computing system located elsewhere within the lidar system 100 or outside the lidar system 100. In particular embodiments, a controller 150 may include any suitable arrangement or combination of logic circuitry, analog circuitry, or digital circuitry.
In particular embodiments, controller 150 may be electrically coupled or communicatively coupled to light source 110, scanner 120, or receiver 140. As an example, controller 150 may receive electrical trigger pulses or edges from light source 110, where each pulse or edge corresponds to the emission of an optical pulse by light source 110. As another example, controller 150 may provide instructions, a control signal, a trigger signal, and/or other appropriate control signals to light source 110 indicating when light source 110 should produce optical pulses and/or the light source configuration associated with the produced optical pulses such as the desired wavelength of a light pulse. As another example, controller 150 can provide control signals to attenuate, including disabling and/or enabling, the light being generated by and emitted from light source 110. For example, controller 150 can be utilized to disable the light beam from being emitted from lidar system 100 when the beam is not aimed at target 130. Controller 150 may send an electrical trigger signal that includes electrical pulses, where each electrical pulse results in the emission of an optical pulse by light source 110. In particular embodiments, the frequency, period, duration, pulse energy, peak power, average power, or wavelength of the optical pulses produced by light source 110 may be adjusted based on instructions, a control signal, or trigger pulses provided by controller 150. In particular embodiments, controller 150 may be coupled to light source 110 and receiver 140, and controller 150 may determine a time-of-flight value for an optical pulse based on timing information associated with when the pulse was emitted by light source 110 and when a portion of the pulse (e.g., input beam 135) was detected or received by receiver 140. In particular embodiments, controller 150 may include circuitry that performs signal amplification, sampling, filtering, signal conditioning, analog-to-digital conversion, time-to-digital conversion, pulse detection, threshold detection, rising-edge detection, or falling-edge detection.
In particular embodiments, lidar system 100 may include one or more processors (e.g., a controller 150) configured to determine a distance D from the lidar system 100 to a target 130 based at least in part on a round-trip time of flight for an emitted pulse of light to travel from the lidar system 100 to the target 130 and back to the lidar system 100. The target 130 may be at least partially contained within a field of regard of the lidar system 100 and located a distance D from the lidar system 100 that is less than or equal to an operating range (ROP) of the lidar system 100. In particular embodiments, an operating range (which may be referred to as an operating distance) of a lidar system 100 may refer to a distance over which the lidar system 100 is configured to sense or identify targets 130 located within a field of regard of the lidar system 100. The operating range of lidar system 100 may be any suitable distance, such as for example, 25 m, 50 m, 100 m, 200 m, 250 m, 500 m, or 1 km. As an example, a lidar system 100 with a 200-m operating range may be configured to sense or identify various targets 130 located up to 200 m away from the lidar system 100. The operating range ROP of a lidar system 100 may be related to the time τ between the emission of successive optical signals by the expression ROP=c·τ/2. For a lidar system 100 with a 200-m operating range (ROP=200 m), the time τ between successive pulses (which may be referred to as a pulse period, a pulse repetition interval (PRI), or a time period between pulses) is approximately 2·ROP/c≅1.33 µs. The pulse period τ may also correspond to the time of flight for a pulse to travel to and from a target 130 located a distance ROP from the lidar system 100. Additionally, the pulse period τ may be related to the pulse repetition frequency (PRF) by the expression τ = ⅟PRF. For example, a pulse period of 1.33 µs corresponds to a PRF of approximately 752 kHz.
In particular embodiments, a lidar system 100 may be used to determine the distance to one or more downrange targets 130. By scanning the lidar system 100 across a field of regard, the system may be used to map the distance to a number of points within the field of regard. Each of these depth-mapped points may be referred to as a pixel or a voxel. A collection of pixels captured in succession (which may be referred to as a depth map, a point cloud, or a frame) may be rendered as an image or may be analyzed to identify or detect objects or to determine a shape or distance of objects within the FOR. As an example, a point cloud may cover a field of regard that extends 60° horizontally and 15° vertically, and the point cloud may include a frame of 100-2000 pixels in the horizontal direction by 4-400 pixels in the vertical direction.
In particular embodiments, lidar system 100 may be configured to repeatedly capture or generate point clouds of a field of regard at any suitable frame rate between approximately 0.1 frames per second (FPS) and approximately 1,000 FPS. As an example, lidar system 100 may generate point clouds at a frame rate of approximately 0.1 FPS, 0.5 FPS, 1 FPS, 2 FPS, 5 FPS, 10 FPS, 20 FPS, 100 FPS, 500 FPS, or 1,000 FPS. As another example, lidar system 100 may be configured to produce optical pulses at a rate of 5×105 pulses/second (e.g., the system may determine 500,000 pixel distances per second) and scan a frame of 1000×50 pixels (e.g., 50,000 pixels/frame), which corresponds to a point-cloud frame rate of 10 frames per second (e.g., 10 point clouds per second). In particular embodiments, a point-cloud frame rate may be substantially fixed, or a point-cloud frame rate may be dynamically adjustable. As an example, a lidar system 100 may capture one or more point clouds at a particular frame rate (e.g., 1 Hz) and then switch to capture one or more point clouds at a different frame rate (e.g., 10 Hz). A slower frame rate (e.g., 1 Hz) may be used to capture one or more high-resolution point clouds, and a faster frame rate (e.g., 10 Hz) may be used to rapidly capture multiple lower-resolution point clouds.
In particular embodiments, a lidar system 100 may be configured to sense, identify, or determine distances to one or more targets 130 within a field of regard. As an example, a lidar system 100 may determine a distance to a target 130, where all or part of the target 130 is contained within a field of regard of the lidar system 100. All or part of a target 130 being contained within a FOR of the lidar system 100 may refer to the FOR overlapping, encompassing, or enclosing at least a portion of the target 130. In particular embodiments, target 130 may include all or part of an object that is moving or stationary relative to lidar system 100. As an example, target 130 may include all or a portion of a person, vehicle, motorcycle, truck, train, bicycle, wheelchair, pedestrian, animal, road sign, traffic light, lane marking, road-surface marking, parking space, pylon, guard rail, traffic barrier, pothole, railroad crossing, obstacle in or near a road, curb, stopped vehicle on or beside a road, utility pole, house, building, trash can, mailbox, tree, any other suitable object, or any suitable combination of all or part of two or more objects. In particular embodiments, a target may be referred to as an object.
In particular embodiments, light source 110, scanner 120, and receiver 140 may be packaged together within a single housing, where a housing may refer to a box, case, or enclosure that holds or contains all or part of a lidar system 100. As an example, a lidar-system enclosure may contain a light source 110, mirror 115, scanner 120, and receiver 140 of a lidar system 100. Additionally, the lidar-system enclosure may include a controller 150. The lidar-system enclosure may also include one or more electrical connections for conveying electrical power or electrical signals to or from the enclosure. In particular embodiments, one or more components of a lidar system 100 may be located remotely from a lidar-system enclosure. As an example, all or part of light source 110 may be located remotely from a lidar-system enclosure, and pulses of light produced by the light source 110 may be conveyed to the enclosure via optical fiber. As another example, all or part of a controller 150 may be located remotely from a lidar-system enclosure.
In particular embodiments, light source 110 may include an eye-safe laser, or lidar system 100 may be classified as an eye-safe laser system or laser product. An eye-safe laser, laser system, or laser product may refer to a system that includes a laser with an emission wavelength, average power, peak power, peak intensity, pulse energy, beam size, beam divergence, exposure time, or scanned output beam such that emitted light from the system presents little or no possibility of causing damage to a person’s eyes. As an example, light source 110 or lidar system 100 may be classified as a Class 1 laser product (as specified by the 60825-1:2014 standard of the International Electrotechnical Commission (IEC)) or a Class I laser product (as specified by Title 21, Section 1040.10 of the United States Code of Federal Regulations (CFR)) that is safe under all conditions of normal use. In particular embodiments, lidar system 100 may be an eye-safe laser product (e.g., with a Class 1 or Class I classification) configured to operate at any suitable wavelength between approximately 900 nm and approximately 2100 nm. As an example, lidar system 100 may include a laser with an operating wavelength between approximately 1200 nm and approximately 1400 nm or between approximately 1400 nm and approximately 1600 nm, and the laser or the lidar system 100 may be operated in an eye-safe manner. As another example, lidar system 100 may be an eye-safe laser product that includes a scanned laser with an operating wavelength between approximately 900 nm and approximately 1700 nm. As another example, lidar system 100 may be a Class 1 or Class I laser product that includes a laser diode, fiber laser, or solid-state laser with an operating wavelength between approximately 1200 nm and approximately 1600 nm. As another example, lidar system 100 may have operating wavelengths between approximately 1500 nm and approximately 1550 nm.
In particular embodiments, one or more lidar systems 100 may be integrated into a vehicle. As an example, multiple lidar systems 100 may be integrated into a car to provide a complete 360-degree horizontal FOR around the car. As another example, 2-10 lidar systems 100, each system having a 45-degree to 180-degree horizontal FOR, may be combined together to form a sensing system that provides a point cloud covering a 360-degree horizontal FOR. The lidar systems 100 may be oriented so that adjacent FORs have an amount of spatial or angular overlap to allow data from the multiple lidar systems 100 to be combined or stitched together to form a single or continuous 360-degree point cloud. As an example, the FOR of each lidar system 100 may have approximately 1-30 degrees of overlap with an adjacent FOR. In particular embodiments, a vehicle may refer to a mobile machine configured to transport people or cargo. For example, a vehicle may include, may take the form of, or may be referred to as a car, automobile, motor vehicle, truck, bus, van, trailer, off-road vehicle, farm vehicle, lawn mower, construction equipment, forklift, robot, golf cart, motorhome, taxi, motorcycle, scooter, bicycle, skateboard, train, snowmobile, watercraft (e.g., a ship or boat), aircraft (e.g., a fixed-wing aircraft, helicopter, or dirigible), unmanned aerial vehicle (e.g., drone), or spacecraft. In particular embodiments, a vehicle may include an internal combustion engine or an electric motor that provides propulsion for the vehicle.
In particular embodiments, one or more lidar systems 100 may be included in a vehicle as part of an advanced driver assistance system (ADAS) to assist a driver of the vehicle in operating the vehicle. For example, a lidar system 100 may be part of an ADAS that provides information (e.g., about the surrounding environment) or feedback to a driver (e.g., to alert the driver to potential problems or hazards) or that automatically takes control of part of a vehicle (e.g., a braking system or a steering system) to avoid collisions or accidents. A lidar system 100 may be part of a vehicle ADAS that provides adaptive cruise control, automated braking, automated parking, collision avoidance, alerts the driver to hazards or other vehicles, maintains the vehicle in the correct lane, or provides a warning if an object or another vehicle is in a blind spot.
In particular embodiments, one or more lidar systems 100 may be integrated into a vehicle as part of an autonomous-vehicle driving system. As an example, a lidar system 100 may provide information about the surrounding environment to a driving system of an autonomous vehicle. An autonomous-vehicle driving system may be configured to guide the autonomous vehicle through an environment surrounding the vehicle and toward a destination. An autonomous-vehicle driving system may include one or more computing systems that receive information from a lidar system 100 about the surrounding environment, analyze the received information, and provide control signals to the vehicle’s driving systems (e.g., steering mechanism, accelerator, brakes, lights, or turn signals). As an example, a lidar system 100 integrated into an autonomous vehicle may provide an autonomous-vehicle driving system with a point cloud every 0.1 seconds (e.g., the point cloud has a 10 Hz update rate, representing 10 frames per second). The autonomous-vehicle driving system may analyze the received point clouds to sense or identify targets 130 and their respective locations, distances, or speeds, and the autonomous-vehicle driving system may update control signals based on this information. As an example, if lidar system 100 detects a vehicle ahead that is slowing down or stopping, the autonomous-vehicle driving system may send instructions to release the accelerator and apply the brakes.
In particular embodiments, an autonomous vehicle may be referred to as an autonomous car, driverless car, self-driving car, robotic car, or unmanned vehicle. In particular embodiments, an autonomous vehicle may refer to a vehicle configured to sense its environment and navigate or drive with little or no human input. As an example, an autonomous vehicle may be configured to drive to any suitable location and control or perform all safety-critical functions (e.g., driving, steering, braking, parking) for the entire trip, with the driver not expected to control the vehicle at any time. As another example, an autonomous vehicle may allow a driver to safely turn their attention away from driving tasks in particular environments (e.g., on freeways), or an autonomous vehicle may provide control of a vehicle in all but a few environments, requiring little or no input or attention from the driver.
In particular embodiments, an autonomous vehicle may be configured to drive with a driver present in the vehicle, or an autonomous vehicle may be configured to operate the vehicle with no driver present. As an example, an autonomous vehicle may include a driver’s seat with associated controls (e.g., steering wheel, accelerator pedal, and brake pedal), and the vehicle may be configured to drive with no one seated in the driver’s seat or with little or no input from a person seated in the driver’s seat. As another example, an autonomous vehicle may not include any driver’s seat or associated driver’s controls, and the vehicle may perform substantially all driving functions (e.g., driving, steering, braking, parking, and navigating) without human input. As another example, an autonomous vehicle may be configured to operate without a driver (e.g., the vehicle may be configured to transport human passengers or cargo without a driver present in the vehicle). As another example, an autonomous vehicle may be configured to operate without any human passengers (e.g., the vehicle may be configured for transportation of cargo without having any human passengers onboard the vehicle).
In particular embodiments, an optical signal (which may be referred to as a light signal, a light waveform, an optical waveform, an output beam, an emitted optical signal, or emitted light) may include pulses of light, CW light, amplitude-modulated light, frequency-modulated (FM) light, or any suitable combination thereof. Although this disclosure describes or illustrates example embodiments of lidar systems 100 or light sources 110 that produce optical signals that include pulses of light, the embodiments described or illustrated herein may also be applied, where appropriate, to other types of optical signals, including continuous-wave (CW) light, amplitude-modulated optical signals, or frequency-modulated optical signals. For example, a lidar system 100 as described or illustrated herein may be a pulsed lidar system and may include a light source 110 that produces pulses of light. Alternatively, a lidar system 100 may be configured to operate as a frequency-modulated continuous-wave (FMCW) lidar system and may include a light source 110 that produces CW light or a frequency-modulated optical signal.
In particular embodiments, a lidar system 100 may be an FMCW lidar system where the emitted light from the light source 110 (e.g., output beam 125 in
A light source 110 for an FMCW lidar system may include at least one instance of (i) a direct-emitter laser diode, (ii) a seed laser diode followed by an SOA, (iii) a seed laser diode followed by a fiber-optic amplifier, or (iv) a seed laser diode followed by an SOA and then a fiber-optic amplifier. A seed laser diode or a direct-emitter laser diode may be operated in a CW manner (e.g., by driving the laser diode with a substantially constant DC current), and a frequency modulation may be provided by an external modulator (e.g., an electro-optic phase modulator may apply a frequency modulation to seed-laser light). Alternatively, a frequency modulation may be produced by applying a current modulation to a seed laser diode or a direct-emitter laser diode. The current modulation (which may be provided along with a DC bias current) may produce a corresponding refractive-index modulation in the laser diode, which results in a frequency modulation of the light emitted by the laser diode. The current-modulation component (and the corresponding frequency modulation) may have any suitable frequency or shape (e.g., piecewise linear, sinusoidal, triangle-wave, or sawtooth). For example, the current-modulation component (and the resulting frequency modulation of the emitted light) may increase or decrease monotonically over a particular time interval. As another example, the current-modulation component may include a triangle or sawtooth wave with an electrical current that increases or decreases linearly over a particular time interval, and the light emitted by the laser diode may include a corresponding frequency modulation in which the optical frequency increases or decreases approximately linearly over the particular time interval. For example, a light source 110 that emits light with a linear frequency change of 200 MHz over a 2-µs time interval may be referred to as having a frequency modulation m of 1014 Hz/s (or, 100 MHz/µs)
In addition to producing frequency-modulated emitted light, a light source 110 may also produce frequency-modulated local-oscillator (LO) light. The LO light may be coherent with the emitted light, and the frequency modulation of the LO light may match that of the emitted light. The LO light may be produced by splitting off a portion of the emitted light prior to the emitted light exiting the lidar system. Alternatively, the LO light may be produced by a seed laser diode or a direct-emitter laser diode that is part of the light source 110. For example, the LO light may be emitted from the back facet of a seed laser diode or a direct-emitter laser diode, or the LO light may be split off from the seed light emitted from the front facet of a seed laser diode. The received light (e.g., emitted light that is scattered by a target 130) and the LO light may each be frequency modulated, with a frequency difference or offset that corresponds to the distance to the target 130. For a linearly chirped light source (e.g., a frequency modulation that produces a linear change in frequency with time), the larger the frequency difference is between the received light and the LO light, the farther away the target 130 is located.
A frequency difference between received light and LO light may be determined by mixing the received light with the LO light (e.g., by coupling the two beams onto a detector so they are coherently mixed together at the detector) and determining the resulting beat frequency. For example, a photocurrent signal produced by an APD may include a beat signal resulting from the coherent mixing of the received light and the LO light, and a frequency of the beat signal may correspond to the frequency difference between the received light and the LO light. The photocurrent signal from an APD (or a voltage signal that corresponds to the photocurrent signal) may be analyzed using a frequency-analysis technique (e.g., a fast Fourier transform (FFT) technique) to determine the frequency of the beat signal. If a linear frequency modulation m (e.g., in units of Hz/s) is applied to a CW laser, then the round-trip time T may be related to the frequency difference Δfbetween the received scattered light and the LO light by the expression T=Δf/m. Additionally, the distance D from the target 130 to the lidar system 100 may be expressed as D=(Δf/m)·c/2, where c is the speed of light. For example, for a light source 110 with a linear frequency modulation of 1014 Hz/s, if a frequency difference (between the received scattered light and the LO light) of 33 MHz is measured, then this corresponds to a round-trip time of approximately 330 ns and a distance to the target of approximately 50 meters. As another example, a frequency difference of 133 MHz corresponds to a round-trip time of approximately 1.33 µs and a distance to the target of approximately 200 meters. A receiver or processor of an FMCW lidar system may determine a frequency difference between received scattered light and LO light, and the distance to a target may be determined based on the frequency difference. The frequency difference Δfbetween received scattered light and LO light corresponds to the round-trip time T (e.g., through the relationship T=Δf/m), and determining the frequency difference may correspond to or may be referred to as determining the round-trip time.
In the example of
In particular embodiments, a scan pattern 200 may include multiple pixels 210, and each pixel 210 may be associated with one or more laser pulses or one or more distance measurements. Additionally, a scan pattern 200 may include multiple scan lines 230, where each scan line represents one scan across at least part of a field of regard, and each scan line 230 may include multiple pixels 210. In
In particular embodiments, a pixel 210 may refer to a data element that includes (i) distance information (e.g., a distance from a lidar system 100 to a target 130 from which an associated pulse of light was scattered) or (ii) an elevation angle and an azimuth angle associated with the pixel (e.g., the elevation and azimuth angles along which the associated pulse of light was emitted). Each pixel 210 may be associated with a distance (e.g., a distance to a portion of a target 130 from which an associated laser pulse was scattered) or one or more angular values. As an example, a pixel 210 may be associated with a distance value and two angular values (e.g., an azimuth and altitude) that represent the angular location of the pixel 210 with respect to the lidar system 100. A distance to a portion of target 130 may be determined based at least in part on a time-of-flight measurement for a corresponding pulse. An angular value (e.g., an azimuth or altitude) may correspond to an angle (e.g., relative to reference line 220) of output beam 125 (e.g., when a corresponding pulse is emitted from lidar system 100) or an angle of input beam 135 (e.g., when an input signal is received by lidar system 100). In particular embodiments, an angular value may be determined based at least in part on a position of a component of scanner 120. As an example, an azimuth or altitude value associated with a pixel 210 may be determined from an angular position of one or more corresponding scanning mirrors of scanner 120.
In particular embodiments, a polygon mirror 301 may be configured to rotate along a Ox or Oy direction and scan output beam 125 along a substantially horizontal or vertical direction, respectively. A rotation along a Ox direction may refer to a rotational motion of mirror 301 that results in output beam 125 scanning along a substantially horizontal direction. Similarly, a rotation along a Oy direction may refer to a rotational motion that results in output beam 125 scanning along a substantially vertical direction. In
In particular embodiments, a polygon mirror 301 may refer to a multi-sided object having reflective surfaces 320 on two or more of its sides or faces. As an example, a polygon mirror may include any suitable number of reflective faces (e.g., 2, 3, 4, 5, 6, 7, 8, or 10 faces), where each face includes a reflective surface 320. A polygon mirror 301 may have a cross-sectional shape of any suitable polygon, such as for example, a triangle (with three reflecting surfaces 320), square (with four reflecting surfaces 320), pentagon (with five reflecting surfaces 320), hexagon (with six reflecting surfaces 320), heptagon (with seven reflecting surfaces 320), or octagon (with eight reflecting surfaces 320). In
In particular embodiments, a polygon mirror 301 may be continuously rotated in a clockwise or counter-clockwise rotation direction about a rotation axis of the polygon mirror 301. The rotation axis may correspond to a line that is perpendicular to the plane of rotation of the polygon mirror 301 and that passes through the center of mass of the polygon mirror 301. In
In particular embodiments, output beam 125 may be reflected sequentially from the reflective surfaces 320A, 320B, 320C, and 320D as the polygon mirror 301 is rotated. This results in the output beam 125 being scanned along a particular scan axis (e.g., a horizontal or vertical scan axis) to produce a sequence of scan lines, where each scan line corresponds to a reflection of the output beam 125 from one of the reflective surfaces of the polygon mirror 301. In
In particular embodiments, scanner 120 may be configured to scan both a light-source field of view and a receiver field of view across a field of regard of the lidar system 100. Multiple pulses of light may be emitted and detected as the scanner 120 scans the FOVL and FOVR across the field of regard of the lidar system 100 while tracing out a scan pattern 200. In particular embodiments, the light-source field of view and the receiver field of view may be scanned synchronously with respect to one another, so that as the FOVL is scanned across a scan pattern 200, the FOVR follows substantially the same path at the same scanning speed. Additionally, the FOVL and FOVR may maintain the same relative position to one another as they are scanned across the field of regard. As an example, the FOVL may be substantially overlapped with or centered inside the FOVR (as illustrated in
In particular embodiments, the FOVL may have an angular size or extent OL that is substantially the same as or that corresponds to the divergence of the output beam 125, and the FOVR may have an angular size or extent OR that corresponds to an angle over which the receiver 140 may receive and detect light. In particular embodiments, the receiver field of view may be any suitable size relative to the light-source field of view. As an example, the receiver field of view may be smaller than, substantially the same size as, or larger than the angular extent of the light-source field of view. In particular embodiments, the light-source field of view may have an angular extent of less than or equal to 50 milliradians, and the receiver field of view may have an angular extent of less than or equal to 50 milliradians. The FOVL may have any suitable angular extent OL, such as for example, approximately 0.1 mrad, 0.2 mrad, 0.5 mrad, 1 mrad, 1.5 mrad, 2 mrad, 3 mrad, 5 mrad, 10 mrad, 20 mrad, 40 mrad, or 50 mrad. Similarly, the FOVR may have any suitable angular extent OR, such as for example, approximately 0.1 mrad, 0.2 mrad, 0.5 mrad, 1 mrad, 1.5 mrad, 2 mrad, 3 mrad, 5 mrad, 10 mrad, 20 mrad, 40 mrad, or 50 mrad. In particular embodiments, the light-source field of view and the receiver field of view may have approximately equal angular extents. As an example, OL and OR may both be approximately equal to 1 mrad, 2 mrad, or 4 mrad. In particular embodiments, the receiver field of view may be larger than the light-source field of view, or the light-source field of view may be larger than the receiver field of view. As an example, OL may be approximately equal to 3 mrad, and OR may be approximately equal to 4 mrad. As another example, OR may be approximately L times larger than OL, where L is any suitable factor, such as for example, 1.1, 1.2, 1.5, 2, 3, 5, or 10.
In particular embodiments, a pixel 210 may represent or may correspond to a light-source field of view or a receiver field of view. As the output beam 125 propagates from the light source 110, the diameter of the output beam 125 (as well as the size of the corresponding pixel 210) may increase according to the beam divergence OL. As an example, if the output beam 125 has a OL of 2 mrad, then at a distance of 100 m from the lidar system 100, the output beam 125 may have a size or diameter of approximately 20 cm, and a corresponding pixel 210 may also have a corresponding size or diameter of approximately 20 cm. At a distance of 200 m from the lidar system 100, the output beam 125 and the corresponding pixel 210 may each have a diameter of approximately 40 cm.
In particular embodiments, a unidirectional scan pattern 200 may be produced by a scanner 120 that includes a polygon mirror (e.g., polygon mirror 301 of
As shown in the example of
In some embodiments, splitter 470 is an optical splitter and is configured to split emitted beam 124 so that the energy of test pulse 402 and output pulse 401 meet particular energy requirements with respect to emitted pulse 400. For example, in some embodiments, emitted beam 124 is split so that the energy of test pulse 402 is less than or equal to 2% of the energy of emitted pulse 400 and the energy of output pulse 401 is greater than or equal to 98% of the energy of emitted pulse 400. In some embodiments, splitter 470 is a free-space optical splitter, an integrated-optic splitter, a fiber-optic splitter, or another appropriate type of optical splitter capable of meeting the particular energy requirements when splitting emitted beam 124.
In the example of
In the example of
In some embodiments, the energy of one or more instances of test pulse 402 can be determined to be below a particular operating energy. In response to the determination that the energy of the one or more test pulses is below the particular operating energy, an instruction is sent to the light source to increase the energy of the emitted pulses of light. In some embodiments, increasing the energy of the emitted pulses of light comprises increasing an electrical current supplied to pump laser 510 to increase the optical gain of fiber-optic amplifier 500. In some embodiments, pump laser 510 is a pump laser diode.
In the example embodiment of
In various embodiments, trigger signal 662 is sent by threshold detector 660 based on the received buffered peak hold voltage signal provided by buffer amplifier 640. In particular embodiments, threshold detector 660 initiates the operation of ADC 650 via trigger signal 662 when the received buffered peak hold voltage signal exceeds or rises above a particular threshold voltage value VT. As shown in the rightmost waveform at the top of
In addition to transmitting trigger signal 662 to ADC 650, threshold detector 660 also transmits trigger signal 662 to reset timer 670 and timer 671 to initiate their respective functionalities. In some embodiments, reset timer 670 initiates a timer that resets peak-hold circuit 630 when the timer expires. For example, reset timer 670 transmits reset signal 672 to peak-hold circuit 630 to reset the peak voltage being held by peak-hold circuit 630. In various embodiments, reset timer 670 is configured to send reset signal 672 based on the expected timing associated with a light pulse received by pulse-energy measurement circuit 600. For example, reset timer 670 can be configured to supply reset signal 672 to peak-hold circuit 630 at a particular time interval after trigger signal 662 is produced by threshold detector 660. In some embodiments, the timer of reset timer 670 can be configured based on the time associated with the pulse width of test pulse of light 402. In some embodiments, reset timer 670 is implemented by detecting a falling edge or end of a light pulse. For example, threshold detector 660 can detect both a rising edge and a falling edge of a light pulse and send corresponding trigger signals to ADC 650, reset timer 670, and/or timer 671 based on the appropriately detected edge.
In some embodiments, timer 671 receives trigger signal 662 from threshold detector 660 to initiate outputting a time value or timestamp. For example, timer 671 can be configured to determine a time of receipt associated with test pulse of light 402 by outputting the corresponding receipt time when trigger signal 662 is sent by threshold detector 660. In various embodiments, the outputted receipt time corresponds to the numerical value encoded by output signal 682. Although not shown in
As shown along the top of
In the lower-left corner of
In
Pulse-energy measurement circuit 600 in
In particular embodiments, an output signal 682 of a pulse-energy measurement circuit 600 may include an electrical signal that corresponds to received test pulse of light 402. For example, output signal 682 in
In some embodiments, output signal 682 in
In some embodiments, when TDC 690-1 receives an edge signal from comparator 680-1, the TDC 690-1 may produce a digital signal that represents the time interval between emission of a test pulse of light 402 and receipt of the edge signal. For example, the digital signal may include a digital value that corresponds to the number of clock cycles that elapsed between emission of the test pulse of light and receipt of the edge signal. Alternatively, if the TDC 690-1 accumulates counts over multiple pulse periods, then the digital signal may include a digital value that corresponds to the TDC count at the time of receipt of the edge signal. Output signal 682 may include digital values corresponding to one or more times when a test pulse of light was emitted and one or more times when a TDC received an edge signal. Output signal 682 from pulse-energy measurement circuit 600 may correspond to a received pulse of light and may include digital values from each of the TDCs that receive an edge signal from a comparator. Output signal 682 may be sent to a controller, such as controller 150 of
In some embodiments, the example voltage pulse 404 illustrated in
In some embodiments, a time of receipt for a test pulse of light 402 may correspond to (i) a time associated with a peak of voltage pulse 404, (ii) a time associated with a temporal center of voltage pulse 404, or (iii) a time associated with a rising edge of voltage pulse 404. For example, in
In some embodiments, a duration of test pulse of light 402 is determined. The duration may be determined from a duration or width of corresponding voltage pulse 404. For example, the difference between two time values of output signal 682 may be used to determine a duration of test pulse of light 402. In the example of
In particular embodiments, a temporal correction or offset may be applied to a determined time of emission to account for signal delay within a lidar system. For example, there may be a time delay of 2 ns between an electrical trigger signal that initiates emission of a pulse of light and a time when the emitted pulse of light exits the lidar system. To account for the 2-ns time delay, a 2-ns offset may be added to an initial time of emission determined by pulse-energy measurement circuit 600 or a controller of the lidar system. For example, pulse-energy measurement circuit 600 may receive an electrical trigger signal at time tTRIG indicating emission of a pulse of light by a corresponding light source. To compensate for the 2-ns delay between the trigger signal and the pulse of light exiting the lidar system, the emission time of the pulse of light may be indicated as (tTRIG+2 ns).
In some embodiments, lidar system 100 of
In some embodiments, polygon mirror 301 is configured to rotate along a Θx direction and scan output beam 125 along a substantially horizontal direction. A rotation along a Ox direction may refer to a rotational motion of mirror 301 that results in output beam 125 scanning along a substantially horizontal direction. In
At 1601, one or more light beams are emitted. For example, an output light beam is emitted from the lidar system as light pulses. In some embodiments, the lidar system emits multiple output beams, each potentially offset and/or scanning a different field of regard. In some embodiments, the one or more of the different output beams are at different wavelengths and the different wavelength output beams can be separated in time by an encoding time delay. The encoding time delay used can be stored, for example, as a history of transmitted encoding time delays, and used to match received reflected light to the original transmitted source. In various embodiments, each output beam and corresponding output pulse can reach downrange objects and can be scattered and/or reflected by the downrange object. In some embodiments, each light source used to emit light beams can include a configurable laser capable of emitting light pulses of different wavelengths. In some embodiments, the individual pulse energy of one or more output light pulses is monitored and used to operate the lidar system. For example, based on the measured pulse energy of a light pulse, the power of the light source of the lidar system can be confirmed to be powered up, powered down, and/or properly attenuated. As another example, a fault condition can be identified and raised by comparing the measured pulse energy of a light pulse to its expected pulse energy.
At 1603, scattered light is received. For example, light scattered and/or reflected by an object is received at the lidar sensor. The corresponding object can be a downrange object. In various embodiments, the received light has a particular wavelength and corresponds to one of the light beams and corresponding light pulses emitted at 1601. For example, a lidar system emits light pulses of different wavelengths and receives scattered light associated with the different emitted pulses.
At 1605, the received scattered light is analyzed. For example, the received scattered light is directed to a receiver component of the lidar system where sensor data can be captured and analyzed. In some embodiments, the receiver component includes a receive lens for focusing the received scattered light onto a readout integrated circuit (ROIC) of the receiver where one or more detector site locations of the detector plane are located. The detector site locations can be used to detect scatter patterns associated with the received scattered light and the different detector site locations can be offset at least in part to minimize crosstalk between light corresponding to differently aimed output beams. In some embodiments, the received scattered light includes multiple wavelengths that are then split into their different corresponding received pulses by wavelength.
Using detectors positioned at the detector site locations, sensor data can be captured and analyzed for sensor readings. In some embodiments, the analysis is performed at least in part by the readout integrated circuit (ROIC) and/or processor of the receiver and/or a controller of the lidar system. The processing can include determining an output signal corresponding to the detected scatter pattern. In some embodiments, the output signal is a sensor reading that corresponds to a measurement of the detected scattered light, such as an intensity reading or another measured sensor reading. In some embodiments, the received scattered light is associated into groups of received light pulses and the timing between different light pulses in a group is measured. Based on the measured timing, different light pulses are differentiated from one another and used to identify a corresponding transmit pulse to match a received pulse.
At 1607, a sensor reading is provided. For example, one or more sensor readings are provided in response to the analysis of the received scattered light performed at 1605. The sensor reading can be an intensity reading and/or another measurement or measurements. In some embodiments, the sensor reading includes location and/or distance data. For example, sensor readings can correspond to a point cloud based on objects detected in the fields of regard scanned by the lidar system.
At 1701, a light beam is generated that includes a light pulse. For example, a light source of the lidar system generates a light beam that includes a light pulse at a particular wavelength. In some embodiments, the light beam is generated by a seed laser and may be amplified by a semiconductor optical amplifier (SOA) and/or a fiber-optic amplifier. In some embodiments, the light beam is generated by light source 110 of
At 1703, the light beam is split into a test light pulse and an output light pulse. For example, the emitted light beam generated at 1701 includes an emitted light pulse that is split by a splitter into a test light pulse and an output light pulse. The output light pulse can be directed towards a scanner and aimed towards the target environment surrounding the lidar system. The test light pulse can be directed towards a pulse-energy circuit to perform measurements on the test pulse. In some embodiments, the splitter is splitter 470 of
At 1705, test light pulse measurements including an individual energy amount are determined. For example, one or more measurements of the test pulse such as an individual voltage peak measurement of a test pulse can be determined. In some embodiments, the pulse measurements are determined using at least in part a pulse-energy circuit. In some embodiments, the timing of the test pulse is determined and outputted along with other measurements of the test pulse. For example, a numerical value determined based on the peak voltage of the voltage pulse for the test pulse can be outputted along with test pulse timing to determine and track the pulse energy of the test pulse. In some embodiments, additional timing measurements can be determined including the start time of the pulse and the end time of the pulse. In some embodiments, the measurements determined for the test pulse include a duration and/or a shape of the test pulse. In some embodiments, the receipt time determined for the test pulse corresponds to the output of the corresponding output pulse that was split from the emitted pulse at 1703.
At 1707, test light pulse measurements are processed. For example, the measurements determined for the test light pulse at 1705 are processed to manage the operation of the lidar system. In some embodiments, test light pulse measurements are processed using a processor and/or controller of the lidar system. For example, the individual pulse energy amount for a light pulse can be determined by a processor and/or controller based on the test light pulse measurements such as a numerical peak voltage determined at 1705. In some embodiments, the processed results are used to determine whether the lidar system is operating correctly. In the event the system is not operating correctly, an alert that the system is not operating properly can be sent and/or the system can be put into a failover or secondary operating mode. As another example, in some embodiments, the processed pulse measurements are used to determine whether the lidar system is operating within expected operation conditions and/or whether instructions to power up, power down, and/or attenuate the light source were successful. For example, an instruction can be sent to increase the energy of emitted light pulses when one or more test pulses are determined to be below a particular operating energy. By comparing the processed test pulse measurements to expected values, a determination can be made whether the instruction was successfully sent and executed and that the emitted pulses are adjusted consistent with the instruction. As another example, the energy of one or more test pulses of light can be determined to be below a particular minimum energy or outside an operating energy range. In response to either determination, an alert that the lidar system is not operating properly can be sent. In some embodiments, the alert includes an instruction to shut down the lidar system or at least a portion of the lidar system.
In some embodiments, the determined pulse energy of an output pulse is used at least in part to determine the reflectivity of a target. For example, a receiver of the lidar system determines the energy of a received pulse of light comprising a portion of an output pulse of light scattered by a target located at a distance from the lidar system. The lidar system can determine the reflectivity of the target based on the energy of the received pulse of light, the energy of the output pulse of light, and the distance from the lidar system to the target.
At 1709, an output light pulse is emitted from the lidar system. For example, an output pulse is emitted towards a target environment as part of a scanning process to detect objects in the surrounding environment. In various embodiments, the output light pulse is emitted while the test pulse is being measured at 1705 and/or while the test pulse measurements are being processed at 1707. In various embodiments, although the measurements determined at 1705 and processed at 1707 are based on the test pulse, due to the relationship between the emitted pulse, test pulse, and output pulse, the results relate to all three pulses including the output pulse emitted at 1709.
At 1801, a light pulse is received. For example, a light pulse such as a test pulse split from an original emitted pulse is received. In some embodiments, the light pulse can be received and detected by a detector such as a photodetector. In some embodiments, the light pulse is received, and a corresponding photocurrent pulse is produced and converted into a voltage pulse. The voltage pulse can be used as an input voltage signal to step 1803.
At 1803, the voltage peak of the light pulse is detected and held. For example, the peak voltage associated with the light pulse received at 1801 is determined and outputted as a voltage signal such as a peak hold voltage signal. In some embodiments, the peak is detected by a peak-hold circuit, such as peak-hold circuit 630 of
At 1805, the peak hold voltage signal is buffered. In some embodiments, the peak hold voltage signal generated at 1803 is passed through a buffer amplifier. For example, the peak hold voltage may be passed through a buffer amplifier to prepare the voltage signal for signal processing. In some embodiments, the voltage signal corresponding to the peak hold voltage of the test pulse is buffered to prevent the signal analysis and subsequent processing that is performed from interfering with other functions of the pulse-energy circuit.
At 1807, signal analysis is performed and determined pulse measurements are outputted. For example, signal analysis is performed on the buffered peak hold voltage signal to determine the corresponding peak voltage of the test pulse as a numerical value. In some embodiments, the signal analysis is performed by an analog-to-digital converter (ADC), one or more comparators, and/or one or more time-to-digital converters (TDCs). For example, an ADC can be used at least in part to determine and encode a numerical value corresponding to the peak voltage of the test pulse based on the buffered peak hold voltage signal. In some embodiments, the analysis is performed based on a trigger signal, such as a trigger signal initiated by the rising edge of the test pulse and/or its corresponding voltage signal. In various embodiments, additional measurements can be determined including timing measurements such as the receipt time of the test pulse, the shape of the test pulse, the duration of the test pulse, the time of the rising edge of the test pulse, and/or the time of the falling edge of the test pulse, among others. In various embodiments, a processor and/or controller of the lidar system can determine the individual pulse energy amount of a light pulse based on the determined numerical pulse measurements. By the relationship between an output pulse and a measured corresponding test pulse, the pulse energy of an output pulse can also be determined.
At 1809, the peak hold voltage is reset. For example, once the test pulse is analyzed at 1807 and associated measurements are determined for the test pulse, the peak voltage that was detected for the test pulse and held at 1803 can be reset. In various embodiments, the peak hold voltage is reset in anticipation for measuring the peak voltage of the next test pulse. In some embodiments, the peak hold voltage is reset by sending a reset signal to the peak-hold circuit. In some embodiments, the reset signal is triggered based on a reset timer. For example, a reset timer is configured to send a reset signal when a configured timer expires. In some embodiments, the timer is configured for the amount of time needed to analyze the test pulse and can be based on when the peak hold voltage signal of the test pulse is no longer needed.
At 1901, a peak hold voltage signal corresponding to a detected light pulse is received. For example, a light pulse is detected and, at 1901, a voltage signal corresponding to the peak of the voltage pulse of the light pulse is received at a threshold detector. The threshold detector is configured with a voltage threshold value (VT) that is used to trigger signal analysis of the light pulse at the appropriate time. In some embodiments, the peak hold voltage signal is a buffered peak hold voltage signal that is passed through a buffer amplifier. In some embodiments, the peak hold voltage signal is generated at least in part by a peak-hold circuit.
At 1903, a determination is made whether the peak voltage value exceeds the voltage threshold value (VT). In the event the peak voltage value exceeds the voltage threshold value (VT), processing proceeds to 1905. For example, processing proceeds to 1905 when the voltage value of the peak hold voltage signal received at 1901 exceeds the configured voltage threshold value (VT). In various embodiments, the start of a light pulse and its rising edge corresponds to the peak voltage value exceeding the voltage threshold value (VT). In the event the peak voltage value does not exceed the voltage threshold value (VT), processing proceeds back to 1901.
At 1905, the receipt time of the light pulse is determined. For example, the receipt time of the light pulse is determined based on detecting that the peak voltage value exceeds the voltage threshold value (VT) at 1903. In some embodiments, the receipt time is determined by sending a trigger signal to a timer. In some embodiments, the trigger signal is trigger signal 662 of
At 1907, signal analysis of the light pulse is initiated. For example, an analog-to-digital converter (ADC), controller, and/or processor is sent a trigger signal to initiate the analysis of the light pulse. In some embodiments, the trigger signal is trigger signal 662 of
At 1909, a reset timer is initiated. For example, the reset timer is sent a trigger signal to initiate the start of the reset timer. In various embodiments, the reset timer is configured with a timer that when the time period of the timer expires, a reset signal is sent to reset the peak hold voltage signal. In some embodiments, the reset timer is reset timer 670 of
At 2001, an input voltage signal is received. For example, a voltage signal corresponding to a voltage pulse for a light pulse is received. In some embodiments, the voltage signal for the voltage pulse is produced from a photocurrent pulse of the light pulse by using a transimpedance amplifier (TIA) such as transimpedance amplifier (TIA) 620 of
At 2003, a determination is made whether a new peak voltage is detected. In the event a new peak voltage is detected, processing proceeds to 2005 to update the peak hold voltage. In the event a new peak voltage is not detected, processing proceeds to 2007 and the existing peak voltage is held without change.
At 2005, the peak hold voltage is updated. For example, the peak voltage being held and associated with a light pulse is updated using the newly detected peak voltage. In various embodiments, the peak voltage is held at least in part by a capacitor such as capacitor C1 of peak-hold circuit 630 of
At 2007, a determination is made whether a reset is received. In the event a reset is received, processing proceeds to 2009. In the event a reset is not received, for example, no reset signal is activated, processing proceeds to 2011.
At 2009, the peak hold voltage is reset. Triggered by the reset detected at 2007, the peak hold voltage is reset. In various embodiments, the peak hold voltage is reset to a reset value to prepare the peak-hold circuit for detecting the peak voltage for the next light pulse. In some embodiments, the peak-hold circuit is reset by releasing the energy held by a capacitor of the peak-hold circuit.
At 2011, the peak hold voltage value is provided. For example, a peak hold voltage signal is outputted by the peak-hold circuit. The peak hold voltage signal provides the current peak hold voltage for the light pulse. In some embodiments, the peak hold voltage signal is provided to a threshold detector to detect the rising edge of the light pulse and to determine its individual pulse energy.
Computer system 2100 may take any suitable physical form. As an example, computer system 2100 may be an embedded computer system, a system-on-chip (SOC), a single-board computer system (SBC), a desktop computer system, a laptop or notebook computer system, a mainframe, a mesh of computer systems, a server, a tablet computer system, or any suitable combination of two or more of these. As another example, all or part of computer system 2100 may be combined with, coupled to, or integrated into a variety of devices, including, but not limited to, a camera, camcorder, personal digital assistant (PDA), mobile telephone, smartphone, electronic reading device (e.g., an e-reader), game console, smart watch, clock, calculator, television monitor, flat-panel display, computer monitor, vehicle display (e.g., odometer display or dashboard display), vehicle navigation system, lidar system, ADAS, autonomous vehicle, autonomous-vehicle driving system, cockpit control, camera view display (e.g., display of a rear-view camera in a vehicle), eyewear, or head-mounted display. Where appropriate, computer system 2100 may include one or more computer systems 2100; be unitary or distributed; span multiple locations; span multiple machines; span multiple data centers; or reside in a cloud, which may include one or more cloud components in one or more networks. Where appropriate, one or more computer systems 2100 may perform without substantial spatial or temporal limitation one or more steps of one or more methods described or illustrated herein. As an example, one or more computer systems 2100 may perform in real time or in batch mode one or more steps of one or more methods described or illustrated herein. One or more computer systems 2100 may perform at different times or at different locations one or more steps of one or more methods described or illustrated herein, where appropriate.
As illustrated in the example of
In particular embodiments, processor 2110 may include hardware for executing instructions, such as those making up a computer program. As an example, to execute instructions, processor 2110 may retrieve (or fetch) the instructions from an internal register, an internal cache, memory 2120, or storage 2130; decode and execute them; and then write one or more results to an internal register, an internal cache, memory 2120, or storage 2130. In particular embodiments, processor 2110 may include one or more internal caches for data, instructions, or addresses. Processor 2110 may include any suitable number of any suitable internal caches, where appropriate. As an example, processor 2110 may include one or more instruction caches, one or more data caches, or one or more translation lookaside buffers (TLBs). Instructions in the instruction caches may be copies of instructions in memory 2120 or storage 2130, and the instruction caches may speed up retrieval of those instructions by processor 2110. Data in the data caches may be copies of data in memory 2120 or storage 2130 for instructions executing at processor 2110 to operate on; the results of previous instructions executed at processor 2110 for access by subsequent instructions executing at processor 2110 or for writing to memory 2120 or storage 2130; or other suitable data. The data caches may speed up read or write operations by processor 2110. The TLBs may speed up virtual-address translation for processor 2110. In particular embodiments, processor 2110 may include one or more internal registers for data, instructions, or addresses. Processor 2110 may include any suitable number of any suitable internal registers, where appropriate. Where appropriate, processor 2110 may include one or more arithmetic logic units (ALUs); may be a multi-core processor; or may include one or more processors 2110.
In particular embodiments, memory 2120 may include main memory for storing instructions for processor 2110 to execute or data for processor 2110 to operate on. As an example, computer system 2100 may load instructions from storage 2130 or another source (such as, for example, another computer system 2100) to memory 2120. Processor 2110 may then load the instructions from memory 2120 to an internal register or internal cache. To execute the instructions, processor 2110 may retrieve the instructions from the internal register or internal cache and decode them. During or after execution of the instructions, processor 2110 may write one or more results (which may be intermediate or final results) to the internal register or internal cache. Processor 2110 may then write one or more of those results to memory 2120. One or more memory buses (which may each include an address bus and a data bus) may couple processor 2110 to memory 2120. Bus 2160 may include one or more memory buses. In particular embodiments, one or more memory management units (MMUs) may reside between processor 2110 and memory 2120 and facilitate accesses to memory 2120 requested by processor 2110. In particular embodiments, memory 2120 may include random access memory (RAM). This RAM may be volatile memory, where appropriate. Where appropriate, this RAM may be dynamic RAM (DRAM) or static RAM (SRAM). Memory 2120 may include one or more memories 2120, where appropriate.
In particular embodiments, storage 2130 may include mass storage for data or instructions. As an example, storage 2130 may include a hard disk drive (HDD), a floppy disk drive, flash memory, an optical disc, a magneto-optical disc, magnetic tape, or a Universal Serial Bus (USB) drive or a combination of two or more of these. Storage 2130 may include removable or non-removable (or fixed) media, where appropriate. Storage 2130 may be internal or external to computer system 2100, where appropriate. In particular embodiments, storage 2130 may be non-volatile, solid-state memory. In particular embodiments, storage 2130 may include read-only memory (ROM). Where appropriate, this ROM may be mask ROM (MROM), programmable ROM (PROM), erasable PROM (EPROM), electrically erasable PROM (EEPROM), flash memory, or a combination of two or more of these. Storage 2130 may include one or more storage control units facilitating communication between processor 2110 and storage 2130, where appropriate. Where appropriate, storage 2130 may include one or more storages 2130.
In particular embodiments, I/O interface 2140 may include hardware, software, or both, providing one or more interfaces for communication between computer system 2100 and one or more I/O devices. Computer system 2100 may include one or more of these I/O devices, where appropriate. One or more of these I/O devices may enable communication between a person and computer system 2100. As an example, an I/O device may include a keyboard, keypad, microphone, monitor, mouse, printer, scanner, speaker, camera, stylus, tablet, touch screen, trackball, another suitable I/O device, or any suitable combination of two or more of these. An I/O device may include one or more sensors. Where appropriate, I/O interface 2140 may include one or more device or software drivers enabling processor 2110 to drive one or more of these I/O devices. I/O interface 2140 may include one or more I/O interfaces 2140, where appropriate.
In particular embodiments, communication interface 2150 may include hardware, software, or both providing one or more interfaces for communication (such as, for example, packet-based communication) between computer system 2100 and one or more other computer systems 2100 or one or more networks. As an example, communication interface 2150 may include a network interface controller (NIC) or network adapter for communicating with an Ethernet or other wire-based network or a wireless NIC (WNIC); a wireless adapter for communicating with a wireless network, such as a WI-FI network; or an optical transmitter (e.g., a laser or a light-emitting diode) or an optical receiver (e.g., a photodetector) for communicating using fiber-optic communication or free-space optical communication. Computer system 2100 may communicate with an ad hoc network, a personal area network (PAN), an in-vehicle network (IVN), a local area network (LAN), a wide area network (WAN), a metropolitan area network (MAN), or one or more portions of the Internet or a combination of two or more of these. One or more portions of one or more of these networks may be wired or wireless. As an example, computer system 2100 may communicate with a wireless PAN (WPAN) (such as, for example, a BLUETOOTH WPAN), a WI-FI network, a Worldwide Interoperability for Microwave Access (WiMAX) network, a cellular telephone network (such as, for example, a Global System for Mobile Communications (GSM) network), or other suitable wireless network or a combination of two or more of these. As another example, computer system 2100 may communicate using fiber-optic communication based on 100 Gigabit Ethernet (100 GbE), 10 Gigabit Ethernet (10 GbE), or Synchronous Optical Networking (SONET). Computer system 2100 may include any suitable communication interface 2150 for any of these networks, where appropriate. Communication interface 2150 may include one or more communication interfaces 2150, where appropriate.
In particular embodiments, bus 2160 may include hardware, software, or both coupling components of computer system 2100 to each other. As an example, bus 2160 may include an Accelerated Graphics Port (AGP) or other graphics bus, a controller area network (CAN) bus, an Enhanced Industry Standard Architecture (EISA) bus, a front-side bus (FSB), a HYPERTRANSPORT (HT) interconnect, an Industry Standard Architecture (ISA) bus, an INFINIBAND interconnect, a low-pin-count (LPC) bus, a memory bus, a Micro Channel Architecture (MCA) bus, a Peripheral Component Interconnect (PCI) bus, a PCI-Express (PCIe) bus, a serial advanced technology attachment (SATA) bus, a Video Electronics Standards Association local bus (VLB), or another suitable bus or a combination of two or more of these. Bus 2160 may include one or more buses 2160, where appropriate.
In particular embodiments, various modules, circuits, systems, methods, or algorithm steps described in connection with the implementations disclosed herein may be implemented as electronic hardware, computer software, or any suitable combination of hardware and software. In particular embodiments, computer software (which may be referred to as software, computer-executable code, computer code, a computer program, computer instructions, or instructions) may be used to perform various functions described or illustrated herein, and computer software may be configured to be executed by or to control the operation of computer system 2100. As an example, computer software may include instructions configured to be executed by processor 2110. In particular embodiments, owing to the interchangeability of hardware and software, the various illustrative logical blocks, modules, circuits, or algorithm steps have been described generally in terms of functionality. Whether such functionality is implemented in hardware, software, or a combination of hardware and software may depend upon the particular application or design constraints imposed on the overall system.
In particular embodiments, a computing device may be used to implement various modules, circuits, systems, methods, or algorithm steps disclosed herein. As an example, all or part of a module, circuit, system, method, or algorithm disclosed herein may be implemented or performed by a general-purpose single- or multi-chip processor, a digital signal processor (DSP), an ASIC, a FPGA, any other suitable programmable-logic device, discrete gate or transistor logic, discrete hardware components, or any suitable combination thereof. A general-purpose processor may be a microprocessor, or, any conventional processor, controller, microcontroller, or state machine. A processor may also be implemented as a combination of computing devices, e.g., a combination of a DSP and a microprocessor, a plurality of microprocessors, one or more microprocessors in conjunction with a DSP core, or any other such configuration.
In particular embodiments, one or more implementations of the subject matter described herein may be implemented as one or more computer programs (e.g., one or more modules of computer-program instructions encoded or stored on a computer-readable non-transitory storage medium). As an example, the steps of a method or algorithm disclosed herein may be implemented in a processor-executable software module which may reside on a computer-readable non-transitory storage medium. In particular embodiments, a computer-readable non-transitory storage medium may include any suitable storage medium that may be used to store or transfer computer software and that may be accessed by a computer system. Herein, a computer-readable non-transitory storage medium or media may include one or more semiconductor-based or other integrated circuits (ICs) (such, as for example, field-programmable gate arrays (FPGAs) or application-specific ICs (ASICs)), hard disk drives (HDDs), hybrid hard drives (HHDs), optical discs (e.g., compact discs (CDs), CD-ROM, digital versatile discs (DVDs), blu-ray discs, or laser discs), optical disc drives (ODDs), magneto-optical discs, magneto-optical drives, floppy diskettes, floppy disk drives (FDDs), magnetic tapes, flash memories, solid-state drives (SSDs), RAM, RAM-drives, ROM, SECURE DIGITAL cards or drives, any other suitable computer-readable non-transitory storage media, or any suitable combination of two or more of these, where appropriate. A computer-readable non-transitory storage medium may be volatile, non-volatile, or a combination of volatile and non-volatile, where appropriate.
In particular embodiments, certain features described herein in the context of separate implementations may also be combined and implemented in a single implementation. Conversely, various features that are described in the context of a single implementation may also be implemented in multiple implementations separately or in any suitable sub-combination. Moreover, although features may be described above as acting in certain combinations and even initially claimed as such, one or more features from a claimed combination may in some cases be excised from the combination, and the claimed combination may be directed to a sub-combination or variations of a sub-combination.
While operations may be depicted in the drawings as occurring in a particular order, this should not be understood as requiring that such operations be performed in the particular order shown or in sequential order, or that all operations be performed. Further, the drawings may schematically depict one more example processes or methods in the form of a flow diagram or a sequence diagram. However, other operations that are not depicted may be incorporated in the example processes or methods that are schematically illustrated. For example, one or more additional operations may be performed before, after, simultaneously with, or between any of the illustrated operations. Moreover, one or more operations depicted in a diagram may be repeated, where appropriate. Additionally, operations depicted in a diagram may be performed in any suitable order. Furthermore, although particular components, devices, or systems are described herein as carrying out particular operations, any suitable combination of any suitable components, devices, or systems may be used to carry out any suitable operation or combination of operations. In certain circumstances, multitasking or parallel processing operations may be performed. Moreover, the separation of various system components in the implementations described herein should not be understood as requiring such separation in all implementations, and it should be understood that the described program components and systems may be integrated together in a single software product or packaged into multiple software products.
Various embodiments have been described in connection with the accompanying drawings. However, it should be understood that the figures may not necessarily be drawn to scale. As an example, distances or angles depicted in the figures are illustrative and may not necessarily bear an exact relationship to actual dimensions or layouts of the devices illustrated.
The scope of this disclosure encompasses all changes, substitutions, variations, alterations, and modifications to the example embodiments described or illustrated herein that a person having ordinary skill in the art would comprehend. The scope of this disclosure is not limited to the example embodiments described or illustrated herein. Moreover, although this disclosure describes or illustrates respective embodiments herein as including particular components, elements, functions, operations, or steps, any of these embodiments may include any combination or permutation of any of the components, elements, functions, operations, or steps described or illustrated anywhere herein that a person having ordinary skill in the art would comprehend.
The term “or” as used herein is to be interpreted as an inclusive or meaning any one or any combination, unless expressly indicated otherwise or indicated otherwise by context. Therefore, herein, the expression “A or B” means “A, B, or both A and B.” As another example, herein, “A, B or C” means at least one of the following: A; B; C; A and B; A and C; B and C; A, B and C. An exception to this definition will occur if a combination of elements, devices, steps, or operations is in some way inherently mutually exclusive.
As used herein, words of approximation such as, without limitation, "approximately, "substantially," or "about" refer to a condition that when so modified is understood to not necessarily be absolute or perfect but would be considered close enough to those of ordinary skill in the art to warrant designating the condition as being present. The extent to which the description may vary will depend on how great a change can be instituted and still have one of ordinary skill in the art recognize the modified feature as having the required characteristics or capabilities of the unmodified feature. In general, but subject to the preceding discussion, a numerical value herein that is modified by a word of approximation such as “approximately” may vary from the stated value by ±0.5%, ±1%, ±2%, ±3%, ±4%, ±5%, ±10%, ±12%, or ±15%. The term “substantially constant” refers to a value that varies by less than a particular amount over any suitable time interval. For example, a value that is substantially constant may vary by less than or equal to 20%, 10%, 1%, 0.5%, or 0.1% over a time interval of approximately 104 s, 103 s, 102 s, 10 s, 1 s, 100 ms, 10 ms, 1 ms, 100 µs, 10 µs, or 1 µs. The term “substantially constant” may be applied to any suitable value, such as for example, an optical power, a pulse repetition frequency, an electrical current, a wavelength, an optical or electrical frequency, or an optical or electrical phase.
As used herein, the terms “first,” “second,” “third,” etc. may be used as labels for nouns that they precede, and these terms may not necessarily imply a particular ordering (e.g., a particular spatial, temporal, or logical ordering). As an example, a system may be described as determining a “first result” and a “second result,” and the terms “first” and “second” may not necessarily imply that the first result is determined before the second result.
As used herein, the terms “based on” and “based at least in part on” may be used to describe or present one or more factors that affect a determination, and these terms may not exclude additional factors that may affect a determination. A determination may be based solely on those factors which are presented or may be based at least in part on those factors. The phrase “determine A based on B” indicates that B is a factor that affects the determination of A. In some instances, other factors may also contribute to the determination of A. In other instances, A may be determined based solely on B.
Although the foregoing embodiments have been described in some detail for purposes of clarity of understanding, the invention is not limited to the details provided. There are many alternative ways of implementing the invention. The disclosed embodiments are illustrative and not restrictive.
This application claims priority to U.S. Provisional Pat. Application No. 63/224,936 entitled LIDAR SYSTEM WITH PULSE-ENERGY MEASUREMENT filed Jul. 23, 2021 which is incorporated herein by reference for all purposes.
Number | Date | Country | |
---|---|---|---|
63224936 | Jul 2021 | US |