Patent Application
20240426992
The example and non-limiting embodiments of the present invention relate to a calibration arrangement for a lidar (light detection and ranging) device.
The term lidar refers to a surveying technique that enables measuring a distance to a target by illuminating the target by a pulsed laser light and by using a receiver to measure the pulses reflected from the target. The reflected pulses may also be referred to as backscattering or backscattered light. Basic components of a lidar device include a transmitter for generating the pulsed laser light, a receiver for recording the backscattered light, an optical system for shaping and guiding the transmitted and backscattered light within the lidar device, and processing means for determining the distance to the target based on the backscattered light.
Lidar-based devices find use any various fields, including agriculture, archeology, automotive industry, geology, mining, astronomy, robotics, etc. One particularly interesting field of application of lidar devices is meteorology, where a ground-based lidar device may be employed for atmospheric measurements, e.g. to measure backscatter from clouds and/or aerosols or vapors in the atmosphere. Such a device may be referred to as an atmospheric lidar, which may be employed to provide functions such as cloud height estimation and estimation of meteorological variables such as temperature, humidity and/or winds.
An atmospheric lidar is typically installed outdoors for continuous operation, while such lidar device may be operational for even tens of years. The environmental conditions may cause changes at components of the lidar device, which in turn degrades accuracy of the measurement results obtained from the lidar device. As a particular example in this regard, temperature changes in the operating environment of the lidar device may change laser power and receiver sensitivity, which may have a significant detrimental effect on accuracy of the measurement results of the lidar device. Another factor that may affect the measurement accuracy is replacement of any lidar components in the field: the transmitter, the receiver and the optical system of the lidar are carefully pre-calibrated and aligned with each other upon manufacturing the device to optimize the measurement performance, while replacing any of these components in field conditions with a new one may result in a small misalignment and/or loss of signal and, consequently, the accuracy of subsequent measurement results may be compromised. Yet further, an atmospheric lidar operated in field conditions is susceptible to vibration and/or external impacts that may not be sufficient to cause actual damage but that may still have a detrimental effect to the alignment between the transmitter, the receiver and the optical system of the lidar device, thereby possibly leading to compromised measurement performance.
Therefore, it is an object for at least some embodiments of the present invention to provide a technique that enables improving accuracy and reliability of measurement results of a lidar device.
According to an example embodiment, a lidar assembly for atmospheric measurements is provided, the lidar assembly comprising a primary lens assembly for collimating a transmitter beam originating from a first focal point within the lidar assembly to illuminate a target at a distance from the lidar assembly and for focusing a backscattered light from the target to a second focal point within the lidar assembly; a transmitter, arranged in said first focal point, for generating said transmitter beam for transmission towards the primary lens assembly; a receiver, arranged in said second focal point, for capturing said backscattered light entering the lidar assembly through the primary lens assembly; a beam reflector, arranged between the first focal point and the primary lens assembly, for reflecting the backscattered light towards said second focal point such that it allows the transmitter beam to reach the primary lens assembly, wherein the lidar assembly comprises a calibrator subsystem comprising: a beam sampler, arranged between the beam reflector and the primary lens assembly, for reflecting a portion of the transmitter beam as a calibrator beam; and an optical arrangement for transferring the calibrator beam towards a selected one of a plurality of targets in the calibrator subsystem wherein said plurality targets include at least the following: a first scattering plate arranged to produce a diffuse reflection of the calibrator beam meeting its surface, thereby invoking a backscattered calibrator beam for transfer to the receiver via said optical arrangement, via the beam sampler and via the beam reflector, and at least one element arranged to prevent provision of the backscattered calibrator beam.
The exemplifying embodiments of the invention presented in this patent application are not to be interpreted to pose limitations to the applicability of the appended claims. The verb “to comprise” and its derivatives are used in this patent application as an open limitation that does not exclude the existence of also unrecited features. The features described hereinafter are mutually freely combinable unless explicitly stated otherwise.
Some features of the invention are set forth in the appended claims. Aspects of the invention, however, both as to its construction and its method of operation, together with additional objects and advantages thereof, will be best understood from the following description of some example embodiments when read in connection with the accompanying drawings.
The embodiments of the invention are illustrated by way of example, and not by way of limitation, in the figures of the accompanying drawings, where
Further examples in this regard are provided later in this text.
According to an example, both the mirror 104 and the hole therethrough are circular with the hole provided in or close to the center of the mirror 104. Consequently, the area of the primary lens assembly 103 may be (conceptually) divided into a center portion and an edge portion that surrounds the center portion, where the center portion servers to collimate the light beam originating from the transmitter 101 and the edge portion serves to focus the backscattered light that enters the lidar assembly 100 at the receiver 102 via the mirror 104. The light beam originating from the transmitter 101 may be referred to as a transmitter beam and the backscattered light that enters the lidar assembly 100 through the primary lens assembly 103 and that is reflected via the mirror 104 to the receiver 102 may be referred to as a receiver beam. Due to the hole in or close to the center of the mirror 104, the receiver beam has an annular shape and it surrounds the transmitter beam emitted through the hole in the mirror 104. The route of the transmitter beam from the transmitter 101 through the hole in the mirror 104 and through the primary lens assembly 103 may be referred to as a first optical path, whereas the route of the receiver beam through the primary lens assembly 103 and via the mirror 104 to the receiver 102 may be referred to as a second optical path.
The diameter and optical characteristics of the primary lens assembly 103 and the distance between the primary lens assembly 103 and the other components of the lidar assembly 100 may be selected according to the requirements of the lidar device that employs the lidar assembly 100. In a non-limiting example, the primary lens assembly 103 comprises a doublet lens that is 150 mm in diameter and the lens assembly 103 is arranged at approximately 500 mm distance from the transmitter 101.
The transmitter 101 may be provided as a laser transmitter that is arranged to generate laser pulses of desired characteristics under control of a control entity (not shown). The receiver 102 is arranged to capture a measurement signal that is descriptive of the backscattered light and provide the captured measurement signal for analysis by the control entity and/or by an external processing entity. As an example, the receiver 102 may comprise a photodetector, typically followed by an amplifier, whereas in another example the receiver 102 may comprise a photodiode arranged to act as a photon counter.
The lidar assembly 100 may include a number of further elements in addition to those shown in
A lidar device that employs the lidar assembly 100 described above includes, in addition to the lidar assembly 100, a (tube-like) casing that serves to protect components of the lidar assembly 100 and other components of the lidar device arranged therein. The lidar device further comprises the control entity that is arranged to control operation of the transmitter 101 and to control capturing of the measurement signal via operation of the receiver 102, whereas the control entity may be further arranged to carry out the analysis of the measurement and/or to transmit the measurement signal to the external processing entity for carrying out the analysis therein. The lidar device may further comprise a user interface (UI) that includes user input means (e.g. one or more keys, one or more buttons, a touchscreen, a touchpad, . . . ) for entering control input for controlling operation of the lidar device and output means (e.g. a display or a touchscreen) for providing a user with information about operational state of the lidar device and/or for displaying measurement results to the user. The control entity may be implemented via operation of a computing apparatus that comprises one or more processors and one or more memories for storing one or more computer programs, where the one or more computer programs are arranged to cause the computing apparatus to operate as the control entity of the lidar device according to the present disclosure when executed by the one or more processors.
It is worth noting that the illustration of
In the conceptual example illustrated in
The beam sampler 215 may be arranged to reflect a predefined percentage of the transmitter beam and hence a predefined portion of the radiant flux of the transmitter beam as the calibrator beam. In a non-limiting example, the beam sampler 215 may operate to reflect approximately 4% of the transmitter beam as the calibrator beam whereas the remaining approximately 96% of the transmitter beam may be passed towards the primary lens assembly 103 as the primary transmitter beam. In an example, the beam sampler 215 comprises a glass plate that is arranged in a position between the mirror 104 and the primary lens assembly 103 such that it intersects the transmitter beam originating from the transmitter 101 (and the receiver beam arriving from the direction of the primary lens assembly 103) in an oblique tilting angle. The side of the glass plate that is facing the transmitter 101 is preferably uncoated or provided with a weakly reflective coating, whereas the opposite side of the glass plate may be provided with anti-reflective coating to prevent unnecessary losses and multiple reflections in the transmitter and receiver beams. Using the uncoated glass as the transmitter-facing side of the glass plate results in approximately 4% of the transmitter beam being reflected as the calibrator beam.
In general, the calibrator subsystem includes one or more targets and an optical arrangement for transferring the calibrator beam towards one of the targets in the calibrator subsystem. In the lidar assembly 200 according to the conceptual example of
In a non-limiting example, the calibrator lens assembly 213 comprises a pair of lenses sharing the same optical axis where both lenses have optical design that is similar to that of a main lens applied in the primary lens assembly 103 and that each have a diameter that is substantially half of the diameter of the main lens applied in the primary lens assembly 103. Hence, the pair of lenses of the calibrator lens assembly 213 may have optical characteristic that are substantially similar to those of the main lens of the primary lens assembly 103 but that each have a size that is substantially half of the size of the main lens. In a non-limiting example in this regard, the pair of lenses of the calibrator lens assembly 213 and the main lens of the primary lens assembly 103 may be provided as respective doublet lenses. Usage of such an arrangement of lenses in the calibrator lens assembly 213 and in the main lens assembly 103 results in accurate modeling of optical aberration characteristics of the primary lens assembly 103 in the calibrator subsystem, thereby facilitating accurate (auto) calibration of the lidar assembly 200 via operation of the calibrator subsystem.
The scattering plate 216 of the calibrator subsystem is arranged to provide a diffuse reflection of the calibrator beam that meets the surface of the scattering plate 216. The diffuse reflection characteristics of the scattering plate 216 model those of an atmospheric target such as a cloud, and the scattering plate 216 receives a scaled version of an image of the transmitter beam that would be formed on a surface of the atmospheric target when met by the (primary) transmitter beam. The diffuse reflection from the scattering plate 216 hence provides a backscattered calibrator beam in response to the calibrator beam meeting the scattering plate 216. The diffusely-reflecting surface of the scattering plate 216 may be made, for example, of a suitable ceramic material, such as (substantially white) aluminum oxide (Al2O3) or polytetrafluoroethylene (such as Spectralon®).
The backscattered calibrator beam resulting from the diffuse reflection from the scattering plate 216 is transferred in the opposite direction through the optical arrangement (which in the example of
The calibrator beam reflector 217 may be arranged to attenuate the calibrator beam as received from the beam sampler 215 in order to model attenuation typically occurring in the primary transmitter beam and in the receiver beam. The reflecting surface of the calibrator beam reflector 217 has preferably similar reflection characteristics as the beam sampler 215, in other words the calibrator beam reflector 217 is preferably arranged the reflect the predefined percentage of the calibrator beam as received via the calibrator lens assembly 213 from the beam sampler 215 towards the scattering plate 216, e.g. approximately 4% of the calibrator beam. Hence, also the calibrator beam reflector 217 may comprise a glass plate that has an uncoated glass surface serving to reflect the calibrator beam towards the scattering plate 216 and to reflect the backscattered calibrator beam towards the beam sampler 215.
Preferably, the calibrator beam reflector 217 is arranged with respect to the beam sampler 215 and the scattering plate 216 such that the main axis of the portion of the calibrator beam reflected from the calibrator beam reflector 217 towards the scattering plate 216 is in parallel or substantially in parallel with the main axis of the transmitter beam (and that of the primary transmitter beam). In such an arrangement rays close to an edge of the transmitter beam that are reflected in a relatively sharp angle from the beam sampler 215 are reflected in a relatively wide angle from the calibrator beam reflector 217 and vice versa, thereby ensuring that substantially equal amount of light from both edges of transmitter beam are conveyed in the calibrator beam to the scattering plate 216.
In a variation of the lidar assembly 200′, the order of the calibrator lens assembly 213 and the calibrator beam reflector 217 in the optical path from the beam sampler 215 to the scattering plate 216 is reversed such that the calibrator beam reflector 217 is arranged to reflect the calibrator beam received directly from the beam sampler 215 towards the scatting plate 216 via the calibrator lens assembly 213, whereas the backscattered calibrator beam is transferred via the same optical path in the opposite direction. However, due to divergence of the backscattered calibrator beam this variation may lead to an increased size of the calibrator beam reflector 217 and the calibrator lens assembly 213 and hence it may not be a feasible approach in those application scenarios where a small size of the lidar assembly 200′ is an important design criterion.
In a variation of the lidar assembly 200 or 200′, the spatial relationship between the optical arrangement of the calibrator subsystem and the scattering plate 216 is modified such that the calibrator beam is focused at a predefined distance behind the scattering plate 216. This may be accomplished, for example, by positioning the scattering plate 216 closer to the final optical component of the optical subsystem in the optical path from the beam sampler 215 to the scattering plate 216. Consequently, the calibrator beam meets the surface of the scattering plate 216 off-focus, and the resulting backscattered calibrator beam serves to model a receiver beam backscattered from a target (such as a bottom of a cloud) that is at a certain distance from the lidar device, where the certain distance is shorter than the distance at which the primary lens assembly 103 focuses the light conveyed in the transmitter beam. The certain distance may be selected and the predefined distance may be set suitably during manufacturing of the lidar assembly 200, 200′.
The lidar assemblies 200 and 200′ described in the foregoing serve as non-limiting examples that illustrate the operating principle of the calibrator subsystem. However, in the lidar assemblies 200 and 200′ the calibrator subsystem is continuously active, thereby resulting in a scenario where the transmitter beam originating from the transmitter 101 would continuously result in the receiver 102 obtaining both the receiver beam that is backscattered from an atmospheric object at a distance from the lidar assembly 200, 200′ and the backscattered calibrator beam from the calibrator subsystem. Consequently, the measurement signal recorded at the receiver 102 would include both an actual measurement signal component arising from the receiver beam and a calibration signal component arising from the backscattered calibrator beam, which as such would not result in a meaningful operation of the lidar assembly 200, 200′.
In real-life implementation, the calibrator subsystem of the lidar assembly 200, 200′ (or the lidar assembly in general) is be provided with the activation mechanism that enables selectively activating or deactivating the calibrator subsystem. Basically, the calibrator subsystem may be activated by allowing the calibrator beam to enter the calibrator system and allowing the backscattered calibrator beam to reach the receiver 102. Consequently, examples of implementing the activation mechanism include the following:
While each of the above-described examples of implementing the activation mechanism are applicable in real-life implementations of the lidar assembly making use of the calibrator subsystem exemplified via the lidar assemblies 200, 200′, in the following we describe non-limiting examples of lidar assemblies where the activation mechanism is provided via a moveable component of the calibrator subsystem. In this regard, the optical arrangement of the calibrator subsystem may be provided with a selection mechanism that enables directing the calibrator beam towards a selected one of a plurality of targets in the calibrator subsystem, where the plurality of targets includes the scattering plate 216 for activating the calibrator subsystem and at least one other target for deactivating the calibrator subsystem. As a non-limiting example in this regard, the selection mechanism may comprise a moveable mirror that may be selectively arranged into one of a plurality of predefined positions with respect to the calibrator beam reflector 217, where each of the predefined positions serves to reflect the calibrator beam towards a corresponding one of the plurality of targets in the calibrator subsystem. Non-limiting examples of the selection mechanism are provided in the following.
The surface of the absorber element 219 may comprise or it may be made of material that is substantially non-reflecting (and non-scattering), the absorber element 219 thereby absorbing the optical energy conveyed by the calibrator beam via reducing or even completely eliminating reflection and/or scattering of the calibrator beam from the absorber element 219 when directed thereto. Non-limiting examples of such materials include anti-reflection coated black filter glass and any commercially available optical black material. In some examples, additionally or alternatively, the absorber element 219 may be positioned with respect to other components of the calibrator subsystem such that the optical arrangement therein is arranged to focus the calibrator beam off the surface of the absorber element 219 (when directed thereto via operation of the selection mechanism), thereby reducing the amount of light reflected and/or scattered from the surface of the absorber element 219 towards the receiver 102. In some examples, additionally or alternatively, the surface of the absorber element 219 may be provided in an oblique angle with respect to the main axis of the calibrator beam to direct any reflection from the surface away from the moveable mirror 218.
Hence, in the lidar assembly 300 the calibrator subsystem is active (i.e. operational) when the moveable mirror 218 is in the first predefined position and the calibrator subsystem is inactive (i.e. non-operational or “off”) when the moveable mirror 218 is in the second predefined position.
The calibrator subsystem may be applied to improve accuracy of measurement results obtainable by an atmospheric lidar device that employs the lidar assembly 300 via the control entity operating the calibrator subsystem to derive a calibrator system signal that is descriptive of light conveyed in the backscattered calibrator beam and that is applicable for carrying out the (auto) calibration of the lidar assembly 300. In this regard, the control entity may operate the lidar assembly 300 to carry out one or more calibration measurements with the calibrator subsystem activated and one or more normal measurements with the calibrator subsystem deactivated. The one or more calibration measurements and the one or more normal measurements are preferably carried out within a relatively short time window (e.g. within a time period shorter than one second) to facilitate carrying out these measurements in substantially similar atmospheric conditions. The respective measurement results from both the calibration measurements and the normal measurements include the signal from the atmosphere, received through the primary lens assembly 103, whereas the measurement results from the calibration measurements further include the effect of the backscattered calibrator beam. Consequently, the control entity may obtain the calibrator system signal based on a difference between the two types of measurements, e.g. by subtracting the measurement results obtained from the normal measurements from those obtained from the calibration measurements.
In a non-limiting example, substantially at time to the control entity may carry out the following:
The control entity may derive a first calibrator system signal P0 as a difference between the first calibration measurement signal C0 and the first normal measurement signal No, e.g. as P0=C0−N0. Subsequently, substantially at time t1, the control entity may carry out the following:
The control entity may derive a second calibrator system signal P1 as a difference between the second calibration measurement signal C1 and the second normal measurement signal N1, e.g. as P1=C1−N1.
The control entity may apply the first calibrator system signal P0 and the second calibrator system signal P1 to carry out the autocalibration of the lidar assembly 300. As an example in this regard, the control entity may derive the first calibrator system signal P0 based on the one or more calibration measurements and the one or more normal measurements carried out close to the time instant to and derive the second calibrator system signal P1 based on the one or more calibration measurements and the one or more normal measurements carried out close to the time instant t1. Consequently, the control entity may observe, based on the first and second calibrator system signals P0 and P1, a change in optical sensitivity of the lidar assembly 300 by P1/P0 from the time instant t0 to the time instant t1. Hence, if an initial calibration of the lidar assembly 300 (e.g. at a factory upon its manufacturing) was carried at and around the time instant to, the measurement signals obtained via normal measurements (e.g. atmospheric signals) carried out at and after the time instant t1 may be multiplied by a calibration factor P0/P1 to obtain respective calibrated measurement signals to ensure maintaining correct calibration of the lidar assembly 300. In the course of subsequent operation of the lidar assembly 300 (after the time instant t1) the control entity may derive respective further calibrator system signals Pk at or around respective time instants tk, apply the above-described processing to observe further changes in the optical sensitivity of the lidar assembly 300 (e.g. by Pk/P0) and apply a respective calibration factor P0/Pk to multiply the atmospheric signals received at and after the respective time instant tk in order to ensure maintaining correct calibration of the lidar assembly 300.
Usage of the calibration factor P0/P1 (or the respective calibration factor P0/Pk) improves reliability and accuracy of the measurement results obtained by the respective lidar device and also makes the (calibrated) measurement signals obtained after a prolonged period of usage of the respective lidar device in field conditions more readily comparable to past (calibrated) measurement signals obtained via operation of the respective lidar device. As non-limiting examples in this regard, the calibration may serve to compensate for measurement errors arising from changes in respective operation of components of the lidar assembly 300 and/or subtle changes of relative positions of components of the lidar assembly 300 that may occur over time, e.g. one or more of the following:
The schematic example of
The schematic example of
In a further variation, any of the lidar assemblies 300, 300′ and 300″ may be provided with a second scattering plate arranged such that the calibrator beam is focused at the predefined distance behind the surface of the second scattering plate (when guided thereto), the resulting backscattered calibrator beam hence modeling a receiver beam backscattered from a target (such as a bottom of a cloud) that is at the certain distance from the lidar device in the atmosphere but closer to the lidar device than the distance at which the primary lens assembly 103 focuses the light conveyed in the transmitter beam. Hence, the second scattering plate may serve as a further target in the calibrator subsystem, whereas the moveable mirror 218 may be selectively arranged into one of a plurality of predefined positions with respect to the calibrator beam reflector 217 in order to the direct the calibrator beam to the respective one of the targets.
As an example in this regard, the calibrator subsystem of the lidar assembly 300 or 300′ may be further provided with a third target that involves a second scattering plate and the moveable mirror 218 may be selectively arranged into one of three predefined positions with respect to the calibrator beam reflector 217 to direct the calibrator beam to the respective one of the targets. In another example in this regard, the calibrator subsystem of the lidar assembly 300″ may be further provided with a fourth target that involves a second scattering plate and the moveable mirror 218 may be selectively arranged into one of four predefined positions with respect to the calibrator beam reflector 217 to direct the calibrator beam to the respective one of the targets.
Through the lidar assemblies 300, 300′ and 300″ and their variations, the moveable mirror 218 serving as the selection mechanism within the optical arrangement may be rotatable about a pivot point to bring it into one of a plurality of predefined tilting angles with respect to the main axis of the calibrator beam in order to guide the calibrator beam towards one of the plurality of targets in the calibrator subsystem accordingly (and guide the backscattered calibrator beam towards the receiver 102). In an example, the rotational movement may be provided via an actuator coupled to the moveable mirror 218 and arranged to rotate moveable mirror 218 into one of the predefined tilting angles under control of the control entity of the lidar assembly 300, 300′, 300″.
In another example, the selection mechanism may enable translational movement of the moveable mirror 218 in direction of the main axis of the calibrator beam into one of a plurality of predefined distances from the calibrator beam reflector 217 in order to guide the calibrator beam towards one of the plurality of targets in the calibrator subsystem accordingly (and guide the backscattered calibrator beam towards the receiver 102). In this example, the tilting angle of the moveable mirror 218 may remain unchanged regardless of the distance from the calibrator beam reflector 217.
The selection mechanism may be operated under control of the control entity. As an example in this regard, the control entity may be arranged to periodically operate the selection mechanism to set the calibrator subsystem into the active (i.e. operational) state e.g. by guiding the calibrator beam towards the scattering plate 216 (or towards an additional scattering plate, if available), to carry out a calibration procedure and to set the calibrator subsystem back into the inactive (i.e. non-operational) state e.g. by guiding the calibrator beam towards the absorber element 219 or the light detector element 220. In another example, the control means may carry out activation of the calibrator subsystem, the calibration procedure and deactivation of the calibrator subsystem in response to a user command received via a user interface of a lidar device that employs the lidar assembly 300, 300′, 300″ or one of their variations.
In the examples pertaining to the lidar assemblies 200, 200′, 300, 300′, 300″ and variations thereof described in the foregoing, the mirror 104 arranged between the transmitter 101 and the primary lens assembly 103 serves as an example of the beam reflector arranged between the transmitter 101 and the primary lens assembly 103 and arranged to reflect the backscattered light towards the receiver 102 while allowing the light originating from the transmitter 101 to pass through and exit the lidar assembly 200, 200′, 300, 300′, 300″ through the primary lens assembly 103. In another example, the beam reflector may comprise a beam splitter (e.g. a 50:50 beam splitter), whereas in such an example the conceptual division of the primary lens assembly 103 into the center portion and the edge portion is not applicable but the light originating from the transmitter 101 is able to exit the lidar assembly 200, 200′, 300, 300′, 300″ throughout the area of the primary lens assembly 103 and the backscattered light that enters the lidar assembly 200, 200′, 300, 300′, 300″ throughout the area of the primary lens assembly 103 may be directed towards the receiver 102. In a further example, the beam reflector may comprise a mirror that only partially blocks the transmission path from the transmitter 101 to the primary lens assembly 103 (in a manner different from providing the hole in its central portion), whereas in such an example the area of the primary lens assembly 103 becomes (conceptually) divided into a first portion through which the light originating from the transmitter 101 exits the lidar assembly 200, 200′, 300, 300′, 300″ and a second portion through which the backscattered light enters the lidar assembly 200, 200′, 300, 300′, 300″. In one example, such a partially blocking mirror may have a shape of a semi-circle and it may be positioned such that it allows substantially a first half of the light beam originating from the transmitter 101 to pass towards the primary lens assembly 103 (while blocking a second half of the light beam) and that it reflects a second half of the backscattered light that arrives though the primary lens assembly 103 towards the receiver 102.
The lidar assemblies 300, 300′, 300″ (and their variants) described in the foregoing are appliable, for example, for atmospheric studies and a lidar device making use of such a lidar assembly may be referred to as an atmospheric lidar. In non-limiting examples, an atmospheric lidar employing the lidar assembly 300, 300′, 300″ (or a variant thereof) may be applied for functions such as cloud height estimation and/or estimation of one or more meteorological variables such as temperature, humidity, winds, etc. Moreover, such an atmospheric lidar may be additionally or alternatively applied for other functions, such as measurements of vapours (such as water vapour) and/or certain gases (such as carbon dioxide) in the atmosphere.
Although in the foregoing some functions of the lidar assembly 300, 300′, 300″ have been described with reference to certain features of the lidar assembly 300, 300′, 300″, those functions may be performable by other features whether described or not. Although some features have been described with reference to certain embodiments, those features may also be present in other embodiments whether described or not.
| Number | Date | Country | Kind |
|---|---|---|---|
| 23180327.1 | Jun 2023 | EP | regional |
