The present disclosure generally relates to the field of spatial profile estimation of an environment, including using light to remote sense the environment.
Spatial profiling refers to the mapping of an environment as viewed from a desired origin point. Each point or pixel in the field of view is associated with a distance to form a representation of the environment. Spatial profiles may be useful in identifying targets in the environment, including objects and/or obstacles in the environment, thereby facilitating automation of tasks.
One technique of spatial profiling involves sending light into an environment in a specific direction and detecting any light reflected back from that direction, for example, by a reflecting surface in the environment. The reflected light carries relevant information for determining the distance to the reflecting surface. For example, if the light is pulsed, the time of flight of a return pulse indicates distance to the reflecting surface. The combination of the specific direction and the distance forms a point or pixel in the representation of the environment. The above steps may be repeated, sequentially or simultaneously, for multiple different directions to form other points or pixels of the representation, thereby facilitating estimation of the spatial profile of the environment within a desired field of view. These techniques may be variously referred to as LiDAR (light detection and ranging), LADAR (laser detection and ranging), as well as other references.
The presence of interference signals in a LiDAR system can adversely affect operation of the LiDAR system. Therefore in many applications there is a need to address interference.
Methods and systems configured to assist with the identification of interference signals in a LiDAR system are described. The interference signals may be reflections, such as retroreflections, from outside of a current operating field of view of the LiDAR system, due to transmission by the LiDAR system of wavelengths and/or along directions other than the wavelengths and/or directions designated for target finding. Detection of reflected light by the LiDAR system is performed upon return of signals transmitted with distinguishable optical characteristics for generating data for spatial profiling.
In some embodiments a method for use in a spatial profiling system for detecting targets in an environment includes:
The method may further include determining, by the spatial profiling system based on the detected first incoming light and second incoming light, presence of both a diffuse target and a retroreflector target in the environment. Location information may also be determined for one or both of the diffuse target and retroreflector.
In some embodiments, a method for use in a spatial profiling system for detecting targets in an environment includes:
In some embodiments the method further includes:
In some embodiments the signal includes light from a laser light source with wavelengths within a wavelength range and the noise includes light outside of the wavelength range. The method may include controlling the laser light source so that the second outgoing light includes no signal. The laser light source may include a laser and the method may include controlling a gain of the laser to zero for sending the second outgoing light into the environment.
The method may include setting a gain of the laser to an operational value for the first time period before commencement of the first time period and controlling an amplifier for the laser light source to an operational state from a non-operational state to commence the first time period. The second time period may follow the first time period and the method may include transitioning from a configuration for the first time period to a configuration for the second time period by setting the gain of the laser to a non-operational value to end the first time period while maintaining the amplifier in the operational state. Transitioning from a configuration for the second time period may include transitioning the amplifier from the operational state to the non-operational state.
In some embodiments the optical and electrical components include a laser light source with an associated amplifier, controlled by one or more processing units and the method includes:
The method may then include:
In some embodiments, a method for use in a spatial profiling system for detecting targets in an environment includes:
In some embodiments the method further includes:
In some embodiments the laser light and the noise light are modulated by a modulator according to a modulation structure and the method includes detecting the first detected return signal and the second detected return signal by a process comprising correlating the first incoming light and the second incoming light with the modulation structure. The modification of the data for the spatial profile estimation may also be responsive to a determination based on the relative magnitudes of correlation for the first detected return signal and the second detected return signal.
Embodiments of a spatial profiling system include:
The one or more noise generating components may include an optical or a non-optical amplifier.
The spatial profiling system may include a modulator configured to modulate the outgoing light and the noise, wherein the light receiver and processing unit is configured to detect the reflected laser light and reflected noise light based on the modulation imparted to the outgoing light by the modulator.
Embodiments of a non-transient computer readable medium store instructions configured to cause a processing system of a spatial profiling system to perform the method described herein.
Disclosed herein is a system and method for facilitating estimation of a spatial profile of an environment based on a light detection and ranging (LiDAR) based technique. “Light” hereinafter includes electromagnetic radiation having optical frequencies, including far-infrared radiation, infrared radiation, visible radiation and ultraviolet radiation. In this specification, “intensity” means optical intensity and, unless otherwise stated, is interchangeable with “optical power”.
In general, LiDAR involves sending light into the environment and subsequently detecting reflected light returned by the environment. The distance of surfaces within a field of view can be determined based on the returned light, for example by determining the time it takes for the light to make a round trip, and an estimation of the spatial profile of the environment may be formed.
Some LiDAR systems utilise a bank of lasers, at different oriented angles. Each laser may send out a beam of light as a laser channel that is returned to the system for detection. Interference between the individual laser channels is possible. For example a retroreflector may return light at 60 dB or more than diffuse targets in an environment, so that reflections from a retroreflector are of sufficient intensity and size to be received at multiple receivers at once, causing spurious false returns.
Some LiDAR systems utilise a single laser. For example a flash lidar system may utilise a laser to illuminate a field of view and a camera receiver with a grid of pixels. The time of flight at the various pixels is determinable to obtain an estimation of the spatial profile within the field of view. A retroreflector may also cause interference in a flash LiDAR system, potentially across all pixels in the receiver.
Some LiDAR systems use a beam director to direct one or more beams of laser light in specific directions within a field of view. The beam director may for example, include mechanical directors, for instance one or more rotatable mirrors. The beam director may include optical directors, for example directing a beam based on its wavelength, which may vary over time. A retroreflector may also cause interference in beam directed systems.
Retroreflectors in an environment provide a substantially higher return signal in comparison to diffuse targets. For at least some types of light receiver, for example light receivers that include avalanche photodiodes in the light detector, the substantially higher return signal can lead to saturation of the detector. The saturation may result in a less accurate distance estimation for the retroreflector. Further, imperfections in optical systems may be magnified by the presence of a nearby retroreflector, and manifest as false return signals, for example associated with transmission directions surrounding the retroflector, as depicted in
For example, the light source 102 may be a single light source in the case of a flash LiDAR system, a bank of lasers when the LiDAR individually directs light from each laser or one or more variable wavelength light sources when the LiDAR directs light based on wavelength. The optical components 103 are configured to receive light from the light source and provide it to the environment. One or more amplifiers (not shown in
In
In some cases the incoming light C may have a relatively high intensity, approaching or exceeding that of incoming light B. For example, if outgoing light D is 30 dB lower than outgoing light A and is reflected by a retroreflector with 33 dB higher reflectivity than diffuse objects or other parts of the environment, then the return noise signal from the retroreflector may be higher than the return signal from the main mode of the laser reflected by a diffuse target. Accordingly, where the outgoing light includes a primary signal (e.g. light A) having a first optical characteristic and a secondary signal at less intensity (e.g. light D), preferably substantially less intensity, having a second optical characteristic distinguishable from the first optical characteristic, the secondary signal can function, based on its detected return, as a probe for detecting retroreflectors in the environment. The secondary signal may have an intensity at least 10 dB less than the primary signal, or at least 12 dB or 15 dB or 18 dB or 21 dB or 24 dB or 27 dB or 30 dB less than the primary signal.
Throughout this description, the term retroreflector is used to mean a target in an environment with a reflectivity higher than most or all diffuse targets detectable by the LiDAR system by an amount sufficient to create interference. For example a retroreflector may be a target with a reflectivity higher than most or all diffuse targets detectable by the LiDAR system by an amount equal to the SNR of the outgoing light or more.
In one arrangement, light from the light source 102 is also provided to the light receiver 104 for optical processing purposes via a direct light path 106 from the light source 102 to the light receiver 104. In other arrangements the direct light path 106 is omitted and predetermined information on the outgoing light, for instance information defining wavelength(s) and/or modulation is used for optical processing.
When the light source 102 is on, the light source input signal 310 interacts with the excited ions, i.e. the ions at the higher energy levels, to emit photons of substantially the same frequency to the light source output signal, resulting in an overall amplification of the light to produce light source output signal 311. The light source output signal 311 may then be provided to the optical components 103, for example to a beam director 203A-203C.
One example of the described optical fibre amplifier is an Erbium-doped fibre amplifier (EDFA). In other embodiments, the optical amplifier may be in another form that excites a gain medium to effect amplification, for example a semiconductor optical amplifier (SOA), a booster optical amplifier (BOA), or a solid state amplifier (e.g. a Nd:YAG amplifier). While only one stage of a doped fibre amplifier is illustrated in
Referring to
The outgoing light also includes a noise component, represented in
It will be appreciated that the components represented in
The signal A1 has a gain G1, represented in
Referring now to
The laser 401 may, for example, be controlled to have a duty cycle during time period T2, switching between an operational gain level (e.g. the laser is “on”) and a non-operational gain level (e.g. the laser is “off”). The laser 401 and amplifier 402 are controlled to have time periods T3 in which the gain is at an operational level and the amplifier 402 is also operational (e.g. the amplifier is “on”). The arrangement 400 during time periods T3 is generating outgoing light A for spatial profiling and outgoing noise (outgoing light D). Outgoing light A includes the amplified and modulated laser light. Outgoing light D may be broadband noise.
The laser 401 and amplifier 402 are also controlled to have periods T4 in which the gain is zero or below operational level (e.g. the laser is “off”) and the amplifier 402 is operational (e.g. the amplifier is “on”). During time periods T4 even if the laser 401 does not emit any lasing output, the amplifier 402 continues to output noise, such as amplified spontaneous noise (ASE) in the case of optical amplifiers. Accordingly, outgoing light D (or a modified version of it taking account of differences caused by the absence of outgoing light A through the components) is present during time periods T4. The outgoing light D may result in a portion of incoming light C, due to being reflected back by the environment. If the outgoing light D is reflected by a retroreflector the incoming light C may approach or exceed incoming light B in intensity.
As described in more detail herein, detected returned light based on outgoing light D during period T4 (i.e. without outgoing light A) is utilised in the processing of detected returned light based on outgoing light A and outgoing light D during period T3.
The modulator 404 applies the same or different modulation during both periods T3 and T4. In some embodiments, the modulation of the outgoing light is inverted during period T4 in comparison to the modulation of the outgoing light during period T3. In other words every high bit during period T3 is replaced with a low bit in period T4 and every low bit during period T3 is replaced with a high bit in period T4. By way of a specific example, T3 may be a first period of 100 ns (or another selected time period within 10 to 1000 ns), during which optical power of the outgoing light is concentrated at the main laser mode (i.e. light A), for example about 190 THz (or another selected frequency within 1 THz to 1000 THz) and modulated as 1010100101100100, with the rest of the optical power distributed across the spectrum (i.e. light D). T4 may correspond to a second period of 100 ns (or another selected time period within 10 to 1000 ns), where most optical power of the outgoing light is spread out across the spectrum (i.e. modified light D) and modulated in an inverted manner as 0101011010011011), in the absence of the main laser mode (i.e. light A). There may be a transition period in the measurable light output, between the periods T3 and T4, for example spanning about 50 ns. In some embodiments, T3 and T4 may have the same or different durations, allowing the modulation during the periods T3 and T4 to correspond to different code lengths or numbers of bits. For example, T4 may be longer than T3, allowing the modulation during T4 to contain a longer code length or more bits than the modulation during T3. Having more bits and/or being longer in duration may increase return energy and hence probability of detection. Additionally or alternatively, the gain of the amplifier 402 may be the same or different during T3 and T4. For example, the gain of the amplifier 402 may be increased during T4 compared to that during T3. Increasing the gain may increase return energy and hence probability of detection. Since the instantaneous or peak power during T4 is weaker compared to that during T3, increasing the duration of T4 and/or increasing the amplifier gain during T4 may be advantageous in increasing probability of detection.
In some embodiments, the gain of the laser 401 is switched on before the amplifier 402 is switched on. This may allow, for example, a time period T5 for transient events following switching on of the laser 401 to fully or partially dissipate. The period T5 may be selected based on a known or measured transient time for the laser 401, for example to achieve an optimally small period T5 to conserve power, whilst still keeping transient effects in outgoing light A due to the switching of laser 401 to an acceptably low level, which level may be substantially no transient effects in outgoing light A. In other embodiments the gain of the laser 401 is switched on after the amplifier 402 is switched on or both the laser 401 and amplifier 402 are switched on at substantially the same time.
For example,
It will be appreciated that a similar arrangement to that described with reference to
The intensity of detected incoming light is shown in
At least when a target return signal is non-overlapped with a retroreflector return signal, for instance when the target and retroreflector have relatively large range separation, the intensity of detected incoming light, such as that represented in
Additional or alternative processing may be used to identify retroreflector interference or increase the confidence in identification, for example in relation to instances when a target return signal is overlapped (fully or partially) with a retroreflection return signal. For example, in a system with a beam director that operates based on wavelength, a determination of a measure of a frequency of a signal in a detected signature may be used to indicate retroreflector interference. In another example, a processor correlates the detected incoming light with the outgoing light received during period T3. Correlation may be performed based on the modulation of the outgoing light. The modulation may for example be intensity, frequency, phase or code modulation.
The cross correlation of
Further, the relative correlation of Peaks 1 and 2 can indicate a measure of likelihood that there is a diffuse target within the field of view at the same distance from the LiDAR as the retroreflector is that is causing the interference signal. For example, the relative magnitude of the correlations for each part of the retroreflector return signal in the absence of such a diffuse target can be a determined variable for the LiDAR system, for example by testing or experimentation. If there is a difference in this relative magnitude, for example a difference beyond a threshold amount, then this difference may indicate both a diffuse target within the field of view and a retroreflector causing an interference signal at about the same distance from the LiDAR system. The threshold amount may vary with the magnitude of the correlation, for example decreasing with higher signal to noise ratios an increasing with lower signal to noise ratios and/or due to being a proportion of the magnitude rather than a fixed amount variation. Different actions may be taken by the LiDAR system based on whether the correlation exceeds the threshold or not. For example, the LiDAR system may identify the detected return signal associated with Peak 1 as interference if the threshold is exceeded (i.e. there is a higher correlation) and identify the detected return signal associated with Peak 1 as a target or potential target if the threshold is not exceeded (i.e. there is a lower correlation).
In this example, the target-seeking component 562 contains light A (e.g. light at an intended direction 556) and D (e.g. light at unintended direction(s) 558) for range determination, and the retroreflector-seeking component 564 contains the same proportional amounts of light A and D at reduced intensity, for retroreflection detection. The reduction in intensity may be anywhere between 3 dB and 30 dB, such as 3 dB, 6 dB, 10 dB, 13 dB, 16 dB, 20 dB, 23 dB, 26 dB or 30 dB. The graphs show signatures of a diffuse target 550 and signatures of a retroreflector 552 where the detected retroreflector is not a target. That is, the return from the retroreflector 552 is based on at least the retroreflector-seeking component 564 of the outgoing light 560. The target seeking component 562 and a retroreflector-seeking component 564 may have the same modulation (not shown) or different modulation (as shown in
Responsive to the target-seeking component 562 of the outgoing light 560, the incoming light 570 contains both a retroreflector signature 572 and a target signature 574. Responsive to the retroreflector-seeking component 564 of the outgoing light 560, the incoming light 570 contains a retroreflector signature 576, and may or may not contain a target signature 578. For illustrative purposes, the magnitude of target signature 578 responsive to the retroreflector-seeking component 564 is exaggerated and depicted in dotted lines. In practice, because diffuse targets tend to have a much more rapidly decreasing reflectance over distance than retroreflectors, any target signature 578 responsive to the retroreflector-seeking component 564 tends to be below the noise floor of the detection. The lack of detected target signature 578 responsive to the retroreflector-seeking component 564 therefore indicates the presence of a nearby retroreflector in the environment. In some embodiments, the processing unit 105 may determine a cross-correlation over delay between the detected incoming light 560 and the detected outgoing light 570. The delay at which the cross-correlation peaks can be used as determination for range. Following the example above, the correlation signal 580 contains a retroreflector signature 582 and a target signature 584 responsive to the target-seeking component 562, as well as a retroreflector signature 586 and a target signature 588 responsive to the retroreflector-seeking component 564.
Based on detected retroreflector signatures (or lack thereof) and detected target signatures (or lack thereof) associated with T3 and T4, the processing unit 105 may take one or more actions. In one scenario, based on detected presence of both retroreflector and target signatures associated with T3 and detected presence of a retroreflector signature associated with T4, the processing unit 105 may be configured to determine presence of both a retroreflector and a diffuse target in the environment. Additionally or alternatively, the processing unit 105 may be configured to reject or disregard signatures 572/582 and 576/586, such as attributing them to or associated them with a nearby retroreflector, based on their matched delays (e.g. D3 and D4) or matched ranges (e.g. R3 and R4). Matched values may be based on matching within a threshold, and do not necessarily indicate identical delays and ranges. Still additionally or alternatively, the processing unit 105 may be configured to associate signature 574/584 with a target, based on the rejected or disregarded signatures 572/582 and 576/586.
In another scenario (not shown), where a nearby retroreflector is present in and a target is absent from the environment, target signatures 574/584 and 578/588 are absent and retroreflector signatures 572/582 and 576/586 are present. Based on the detected presence of a retroreflector signature associated with T3 and detected presence of a retroreflector signature associated with T4 without any detected presence of a target signature associated with either T3 or T4, the processing unit 105 may be configured to determine presence of a retroreflector without a diffuse target in the environment. Additionally or alternatively, the processing unit 105 may be configured to reject or disregard signatures 572/582 and 576/586, such as attributing them to or associated them with a nearby retroreflector.
In yet another scenario (not shown), where a nearby retroreflector is absent from and a target is present in the environment, retroreflector signatures 574/584 and 578/588 are absent and target signature 574/784 is present. Based on the detected presence of a target signature associated with T3, without any detected presence of a retroreflector signature associated with either T3 or T4, the processing unit 105 may be configured to determine presence of a target without a nearby retroreflector in the environment.
In the arrangements of
One such alternative arrangement is wavelength multiplexing, where the primary signal is provided as light at a designated wavelength channel, and the secondary signal is provided as light at another designated wavelength channel at substantially reduced intensity compared to that of the primary signal (e.g. a weak pilot). Here, the first optical characteristic is distinguishable from the second optical characteristic based on wavelength. The two signals may be combined for transmission into the environment via a wavelength multiplexer and distinguished upon return via a tunable spectral filter. For example, where the primary signal is pulsed light centered at 1550.0 nm with 0 dBm total signal power, the secondary signal may be pulsed light centered at 1551.0 nm with total signal power less than -10 dBm, -15 dBm, -20 dBm, -25 dBm or -30 dBm. This alternative arrangement, where the secondary signal is spectrally narrow, may be suited to LiDAR systems that rely on few or a narrow range of wavelengths. In comparison, the arrangements of
Other alternative multiplexing arrangements that combine the primary signal and the secondary signal and distinguish between them upon return include polarisation-mode-multiplexing, orbital-angular-mode-multiplexing and subcarrier-multiplexing. In polarisation-mode-multiplexing, the primary signal may be provided as light at a first polarisation state (first optical characteristic), and the secondary signal may be provided as light at a second polarisation state orthogonal to the first polarisation state (second optical characteristic) and at substantially reduced intensity compared to that of the primary signal. In orbital-angular-mode-multiplexing, the primary signal may be provided as light at a first orbital angular mode (first optical characteristic), and the secondary signal may be provided as light at a second orbital angular mode orthogonal to the first orbital angular mode (second optical characteristic) and at substantially reduced intensity compared to that of the primary signal. In subcarrier-multiplexing, the primary signal and secondary signal may be provided as, respectively, light at a first subcarrier frequency (first optical characteristic) and a second subcarrier frequency different to the first subcarrier frequency (second optical characteristic) and at substantially reduced amplitude compared to that of the first subcarrier.
In some embodiments, any two or more of the above multiplexing arrangements may be combined, for example to increase the distinguishability.
In some embodiments, the processing unit 405 is configured to identify presence of either or both of a diffuse target and a retroreflector target based on signatures contained in the detected incoming light. For example, the processing unit may be configured to determine the identification based on any matching characteristics with either or both of the primary signal and secondary signal:
In the arrangements of
The return signal (e.g.
In embodiments in which the transmission direction or directions of the secondary signal or a component of the secondary signal is confined to one or more directions or ranges of directions and known or determinable, then a direction of the retroreflector(s) may also be determined, in the same way as for the primary signal. For example, a relatively broadband secondary signal may include a particular modulation for one or more wavelength channels, formed by wavelength filtering the secondary signal.
One or more actions of the LiDAR system may be based on the processing of the detected and/or correlated incoming light. The action or actions will depend on the type of LiDAR system and its configuration. In general, the response of the LiDAR system to retroreflectors may be determined, for example experimentally and/or deductively and one or more effects on the operation of the LiDAR system identified. The action or actions will also depend on the extent to which the LiDAR system processes the incoming light to perform spatial estimation - e.g. whether formation of the spatial estimation is a function of the LiDAR system or a function of another processing system in communication with the LiDAR system (which provides relatively unprocessed data suitable for spatial estimation).
The actions may include for example providing an output indicating or flagging one or more of: the existence of retroreflector interference in the detected and/or correlated incoming light, a point in time in the detected and/or correlated incoming light at which a retroreflector was detected, and a measure of the magnitude of the detected incoming and/or correlated light associated with the detected retroreflector. Based on the point in time in the detected and/or correlated incoming light at which a retroreflector was detected, the actions may include providing an additional output indicating the range of the retroreflector.
The actions may include adapting operation of the LiDAR system based on the output. For example a subsequent transmission of outgoing light may be at a different power, for example a reduced power at the main mode or modes directed to the same coordinates. The detected return light, if any, based on the subsequent transmission may provide more information of use in forming the estimate of the spatial profile of the environment. The additional information may be of use for addressing potential interference by the retroreflector and/or for addressing potential saturation of the detector due to the high power returned, which may affect the accuracy of distance estimation for a retroreflector. For example detected return light based on a noise only transmission of outgoing light may be used for distance determination of a retroreflector, in addition to or instead of the detected return light from the retroreflector based on the main mode(s) of the laser.
The actions may include treating one or more detected targets differently or providing an output indicating that one or more detected targets may be associated with a retroreflector. Examples of these actions may include rejecting a peak in the correlated incoming light in response to a detected retroreflector, and/or identifying a peak in the correlated incoming light as corresponding to a target. Rejection of a peak in response to a detected retroreflector reduces the occurrence of interference falsely representing a target (i.e. a false positive).
While the timing arrangement described with reference to
Additionally, while the arrangement described with reference to
Additionally, while the example signals in
For example, if light output from the beam director 203A overlaps with the field of view of the beam director 203B, then noise from the central unit 201 and amplifier 202A output by the beam director 203A may be reflected off a retroreflector and received by the beam director 203B, creating interference. By having the beam director 203A transmit only or substantially only its noise component for a period of time and detecting return light from the retroreflector received by the beam director 203B, additional information is available for determining the spatial profile of the environment based on the detected signals received by the bean directors 203A and 203B.
One or more of the laser outputs may provide both a primary and a secondary signal. In some embodiments all of the laser outputs may provide both a primary and a secondary signal. An example of a laser output providing both a primary and a secondary signal is where the secondary signal is a noise component for a laser output. Another example is where the secondary signal has a confined wavelength and one laser output provides a secondary signal within a first wavelength range and another laser output provides a secondary signal within a second wavelength range, different to the first wavelength range.
One or more of the laser outputs may provide only a primary signal. For instance one or more light sources may be utilised with optical components that do not include imparting modulation or another detectable characteristic for retroreflector probing to any generated secondary signal.
One or more of the laser outputs may provide only a secondary signal. For instance one or more light sources may be utilised with optical components to provide only a relatively low power (in comparison to the primary signal) light output, for retroreflector probing. These light sources may be not used for a primary signal and in some embodiments may be unsuitable for a primary signal, for instance due to utilising a low power light source.
In some embodiments one or more laser outputs provide only the primary signal and one or more other laser outputs provide both a primary signal and a secondary signal.
The primary signal and the secondary signal may be transmitted by a light source at different non-overlapping time intervals. Transmission may be alternated between the primary signal and the secondary signal. In some embodiments the secondary signal is transmitted whenever the primary signal is not transmitted. In other embodiments there are periods in which neither the primary signal nor the secondary signal are transmitted. Alternatively the primary and the secondary signal may be transmitted by a light source at the same or at overlapping time intervals.
In step 601, the processing unit detects first incoming light from an environment, the first incoming light including reflected laser light from the spatial profiling system. Step 601 may be performed following or responsive to the processing unit controlling a light source (e.g. light source 102) to, over a first period of time, send outgoing light into the environment that includes signal and noise. The reflected laser light in the first incoming light includes information from which a spatial estimation may be formed, either by the processing unit itself or by another processing unit, which may be remote to the processing unit.
In step 602, the processing unit detects second incoming light from the environment, the second incoming light including reflected noise light from the spatial profiling system while the laser light is not transmitted. Step 601 may be performed following or responsive to the processing unit controlling a light source (e.g. light source 102) to, over a second period of time, send outgoing light into the environment that includes noise but does not include or substantially does not include signal. The noise light from the spatial profiling system is imparted with a signature, for example by being modulated, for identification from other environmental noise.
The order of steps 601 and 602 may be reversed. In the case of reversal, the second incoming light is detected earlier in time and the first incoming light is detected later in time. The time periods for steps 601 and 602 may be contiguous, substantially contiguous or separated in time. Alternatively, the time periods for steps 601 and 602 may overlap in whole or in part.
In step 603, the processing unit modifies data for a spatial profile estimation based on the detected first incoming light, wherein the modifying is based on the detected second incoming light. The modification may include an addition or deletion from data defining the information from which a spatial estimation may be formed. Example actions are described elsewhere herein.
In combination with information about retroreflectors in the environment, the foregoing techniques may be applied to reduce occurrence of false negatives due to nearby retroreflectors. More specifically, where a target return signal (e.g. Peak 3 in
In embodiments, in reference to
At step 704, the processing unit 105 is configured to determine a predicted return signal strength, such as a predicted magnitude of correlation. The predicted return signal strength may be determined based on the stored information, for example expected return signals due to retroreflector(s) along one or more transmission directions not aligned with the retroreflector(s). The processing unit 105 may first retrieve transmission direction(s) associated with the retroreflector(s) based on the retroreflector information. The processing unit 105 may then retrieve the performance information associated with the retrieved transmission direction(s). Based on the retroreflector information and the performance information, the processing unit 105 determines the predicted return signal strength due to the retroreflector(s) along one or more transmission directions not aligned with the retroreflector(s).
At step 706, the processing unit 105 is configured to compare the predicted return signal strength with the strength of a detected return signal determined to be associated with a retroreflector according to the foregoing techniques. For example, the processing unit 105 may determine whether the detected return signal strength is higher than the predicted return signal strength, such as higher by a threshold amount.
At step 708, the processing unit 105 is configured to take an action based on the comparison. For example, based on the higher-than-predicted return signal strength, the processing unit 105 may determine that the detected return signal is associated with a diffuse target, as well as a retroreflector. Alternatively or additionally, the processing unit 105 may determine the existence and/or distance of the diffuse target, and/or may override any determination to reject the detected return signal as being interference. This way, occurrence of false negatives due to the masking of a genuine return by interference may be reduced.
Throughout this specification and in the accompanying claims, unless the context clearly requires otherwise, the terms “first” and “second” are used to indicate separate instances of the article referred to. The terms are not intended to indicate and do not indicate a specific order, timing arrangement or otherwise.
It will be understood that the invention disclosed and defined in this specification extends to all alternative combinations of two or more of the individual features mentioned or evident from the text or drawings. All of these different combinations constitute various alternative aspects of the invention.
Number | Date | Country | Kind |
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2020901939 | Jun 2020 | AU | national |
2021901057 | Apr 2021 | AU | national |
Filing Document | Filing Date | Country | Kind |
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PCT/AU2021/050601 | 6/11/2021 | WO |