This application claims all benefits accruing under 35 U.S.C. § 119 from China Patent Application No. 202311008624.3, filed on Aug. 10, 2023, in the China National Intellectual Property Administration, the contents of which are hereby incorporated by reference.
The disclosure relates to a light detection and ranging (LiDAR) receiving system and a LiDAR system.
LiDAR can obtain environmental information in three-dimensional space, and has the characteristics of strong initiative, accurate ranging and high flexibility. At present, LiDAR is widely used in many fields such as surveying and mapping, remote sensing, road planning, space monitoring and autonomous driving. For conventional
LiDAR, for LiDAR using linear array or planar array detectors, the LiDAR receiving system is a combination of a series of lenses. The focal length, field of view, and aperture of the LiDAR receiving system jointly determine the effect of three-dimensional environment detection. The larger the field of view, the larger the spatial range of detection. After the detector is selected, the larger the focal length, the higher the angular resolution of the system and the higher the target measurement accuracy. The aperture of the LiDAR receiving system determines the receiving power of the LiDAR. The larger the aperture, the greater the energy of the received target echo. Through the combination of these lenses and the detector, the LiDAR has a fixed field of view and angular resolution. In order to obtain more echo energy, the LiDAR receiving system has a larger entrance pupil. At the same time, the LiDAR receiving system maintains good imaging quality. For echo beams in any direction within the full field of view, the energy concentration of a single pixel can reach more than 90%.
The LiDAR receiving system is responsible for transmitting the diffusely reflected light beam of the target. Targets with different fields of view are distributed at different positions of the detector in a certain imaging relationship. The existing LiDAR receiving system follows the function projection relationship of Y=f*tan θ. In the formula, Y is the height of the imaging surface, θ is the angle between the direction of the target and the optical axis, that is, the half field of view angle, and f is the focal length of the LiDAR receiving system. Under the premise that the chip size of the detector is determined, increasing the field of view angle of the objective lens will reduce the focal length of the system. That is, while expanding the detection range, the spatial resolution of the target will also decrease. The most ideal LiDAR receiving system needs to have both a large field of view and a long focal length, but due to the constraints of the projection relationship, it is impossible to increase the field of view while ensuring the focal length. Expanding the field of view by replacing a larger array of detectors will increase the cost of the system and increase the complexity of the LiDAR receiving system. The contradiction between expanding the field of view and maintaining the focal length of the LiDAR receiving system limits the application of LiDAR.
Implementations of the present technology will now be described, by way of example only, with reference to the attached figures, wherein:
LiDAR receiving system provided by an embodiment of the present disclosure.
The disclosure is illustrated by way of example and not by way of limitation in the figures of the accompanying drawings in which like references indicate similar elements. It should be noted that references to “another,” “an,” or “one” embodiment in this disclosure are not necessarily to the same embodiment, and such references mean “at least one.”
It will be appreciated that for simplicity and clarity of illustration, where appropriate, reference numerals have been repeated among the different figures to indicate corresponding or analogous elements. In addition, numerous specific details are set forth in order to provide a thorough understanding of the embodiments described herein. However, it will be understood by those of ordinary skill in the art that the embodiments described herein can be practiced without these specific details. In other instances, methods, procedures, and components have not been described in detail so as not to obscure the related relevant feature being described. Also, the description is not to be considered as limiting the scope of the embodiments described herein. The drawings are not necessarily to scale, and the proportions of certain parts have been exaggerated to illustrate details and features of the present disclosure better.
Several definitions that apply throughout this disclosure will now be presented.
The term “substantially” is defined to be essentially conforming to the particular dimension, shape, or other feature which is described, such that the component need not be exactly or strictly conforming to such a feature. The term “comprise,” when utilized, means “comprise, but not necessarily limited to”; it specifically indicates open-ended inclusion or membership in the so-described combination, group, series, and the like. The term of “first”, “second” and the like, are only used for description purposes, and should not be understood as indicating or implying their relative importance or implying the number of indicated technical features. Thus, the features defined as “first”, “second” and the like expressly or implicitly comprise at least one of the features. The term of “multiple times” means at least two times, such as two times, three times, etc., unless otherwise expressly and specifically defined.
The present disclosure provides a light detection and ranging (LiDAR) system. The LiDAR system comprises a transmitting system, a receiving system, a scanning system, a data processing system, and a control unit, wherein aninstantaneous field of view (IFOV) of the receiving system is variable and non-uniform. The IFOV refers to a field of view corresponding to each pixel. Among them, a maximum IFOV of the receiving system is more than 1.2 times a minimum IFOV. Preferably, the maximum IFOV of the receiving system is 1.5 to 5 times the minimum IFOV. More preferably, the maximum IFOV of the receiving system is 3 to 4 times the minimum IFOV.
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For the conventional one-dimensional scanning LiDAR, the relationship between an image height H of the target on the linear array detector and the field of view angle ω is as follows:
Wherein f is the focal length of the LiDAR receiving system. The IFOV corresponding to the conventional LiDAR is
Wherein dpixel is the size of a single pixel of the linear array detector. The IFOV of the LiDAR is approximately equal in the whole field of view.
Set the LiDAR system to be placed at a center height of the vehicle. When detecting at a long distance, the field of view angle occupied by the target is small and located at the center of the LiDAR's field of view. Reducing the IFOV of the central field of view can improve the spatial resolution of the target. The field focal length (FFL) can be used to control the IFOV of the optical system, which is defined as follows:
Given the detector, FFL(ω) determines the IFOV of the optical system. Therefore, by establishing a suitable FFL(ω) function and designing the corresponding receiving system, the non-uniform distribution of the LiDAR IFOV can be achieved.
The condition for the LiDAR system to detect the target is that the target image height occupies 2 pixels of the linear array detector, while the recognition of the target requires the image height to occupy 8 pixels. In this embodiment, a single photon avalanche diode (SPAD) with a single pixel size dpixel of 30 μm and 198 pixels arranged in the vertical direction is selected as the linear array detector of the LiDAR receiving system. Taking the vertical field of view angle as 28°, it can be seen from formula (1) that the focal length f of the corresponding conventional receiving system is 11.91 mm. Substituting the focal length f and the pixel size dpixel into formula (2), it can be obtained that the IFOV from the edge to the center of the vertical field of view is ranged from 0.136° to 0.144°, and the IFOV changes very little in the whole field of view.
The effective detection of target vehicles on the road by the LiDAR is shown in
For the line field of view, FFL(ω) can be described by the polynomial shown in formula (5), where ki is a constant coefficient and o is the radian value of the field of view.
The integral of FFL(ω) over the total field of view is the length of the linear array detector, that is
Wherein, ωmax is the half field of view angle of the receiving system. In order to control the speed at which the IFOV of the receiving system changes with the field of view, in addition to the central field of view, the IFOVs at half field of view angles of 4°, 8° and 12° are pre-set. In order to meet the IFOV requirements at the preset four angles, FFL(ω) is described by the first five terms in formula (5), that is, the coefficients of the FFL(ω) polynomial are from k0 to k4. Substitute the radian values of the preset four specific field of view angles into formula (4), and after obtaining the corresponding FFL(ω), substitute it into formula (5) to obtain the following set of equations:
Combining formulas (6) and (7) to obtain the values of k0 to k4, and obtain the initial polynomial of FFL(ω). The initial FFL(ω) function fluctuates greatly between different fields of view, which is not conducive to the design of the actual system. In order to make FFL(ω) smoother and monotonically decreasing, FFL(ω) needs to satisfy formula (8):
The least square method is used to iteratively adjust kl to k4. When adjusting the coefficients, the constraints shown in formulas (6) and (8) must be followed.
Formula (9) is the FFL(ω) of the receiving system designed in this embodiment. The relationship between its value and the field of view is shown in
According to the FFL(ω) function shown in formula (7), an evaluation function is written to design the corresponding receiving system. The evaluation function comprises image height, IFOV and aberration of different field of view angles. The designed receiving system is shown in
Table 1 compares the detection effect of the conventional system and the FFL system designed in this embodiment on a 1.5 m high car. The two optical systems have the same field of view. According to the critical pixel conditions for discovering and identifying targets, the distance at which the FFL system discovers and identifies targets is twice that of the conventional system. When the car is traveling at a speed of 100 km/h, the safe distance needs to reach 100m. At this time, the image height of the target vehicle on the conventional LiDAR detector is only 6 pixels, and the target cannot be accurately identified. For the FFL system, the vehicle image height can reach 12 pixels, which can clearly identify the target vehicle.
It can be understood that the LiDAR provided by the present disclosure is not limited to the linear array scanning type, but can also be a planar array scanning type.
The IFOV of the LiDAR of this embodiment gradually decreases from the edge to the center of the field of view. Under the premise of not reducing the detection range, the receiving system can effectively improve the detection and identification distance of the LiDAR for the target. It can be seen from
In response to the needs of vehicle-mounted detection, this embodiment establishes the FFL(ω) function of the LiDAR and designs the corresponding optical system. However, the FFL(ω) function of the LiDAR is not unique. In the specific design, it is necessary to optimize the FFL(ω) function and the corresponding system according to the requirements of vehicle-mounted detection and the requirements for improving the performance of the LiDAR. Compared with the conventional system, the optical system of this embodiment reduces the IFOV of the central field of view of the FFL-type LiDAR from 0.144° to 0.07°, which more than doubles the distance for the LiDAR to detect and identify targets.
In this embodiment, the LiDAR is set to be placed at the middle height position of the vehicle, and the long-distance vehicle is located at the center of the field of view of the LiDAR, and the FFL value of the central field of view of the LiDAR is the largest. In practical applications, it is necessary to specifically design the corresponding IFOV(ω) and FFL(ω) according to the placement position of the LiDAR, the direction of the optical axis and the characteristics of the detected environment. If the distant target is not in the center of the LiDAR's field of view, it is necessary to increase the FFL value of the field of view where the target is located in order to improve the detection distance and recognition distance of the target. The IFOV angle of the field of view where the distant target is located is designed to be smaller than the IFOV angle of other fields of view, that is, using the same detector, under the premise of having the same field of view range, the number of pixels occupied by the distant target of the LiDAR of this embodiment is greater than the number of pixels of other LiDARs. IFOV(ω) and FFL(ω) can be designed according to the field of view of the LiDAR where the target is located. That is, the IFOV of the LiDAR field of view where the target is located can be made smaller than the IFOV of other fields of view.
The power of the laser pulse received by the LiDAR is proportional to the entrance pupil area of the receiving system and inversely proportional to the square of the detection distance. The distance to the target corresponding to the center field of view of the vehicle-mounted LiDAR is farther, and the distance to the target corresponding to the edge field of view is relatively close. As the detection distance increases, the received power will drop rapidly, which will affect the LiDAR's detection effect on the road environment.
In order to compensate for the power drop in the center field of view caused by the increase in the detection distance, the entrance pupil of the LiDAR's center field of view should be larger than the edge field of view. The entrance pupil area of the conventional receiving system is consistent throughout the entire field of view, and has the same beam collection capability, which cannot meet the optimal working requirements. The entrance pupil of the FFL receiving system designed in this embodiment is small at the edge and large at the center, and the central field of view has a stronger ability to collect beams, which is consistent with the characteristic that the target distance in the central field of view is farther.
The entrance pupil shapes of the FFL receiving system in different fields of view designed in this embodiment are shown in
It can be understood that in practical applications, different fields of view of the FFL system correspond to different entrance pupil areas according to the placement position of the LiDAR, the direction of the optical axis and the characteristics of the detected environment. According to the FFL (ω) function and the detection distance requirements, the corresponding entrance pupil area is designed for different fields of view, which can better play the performance of the LiDAR.
The present disclosure proposes a LiDAR different from the traditional imaging system, which does not follow the functional projection relationship of H=f*tan ω. By designing a reasonable functional relationship between the image height H and the half field of view angle ω, the IFOV of the field of view where the target is located can be compressed while keeping the total detection space unchanged, thereby improving the recognition distance of the target. When the IFOV of the target field of view of the LiDAR is reduced, the IFOV of other fields of view will become larger, but the target distance corresponding to other fields of view is very close, so it will not affect the recognition of close-range targets. The IFOV of the LiDAR identifying the target of the present disclosure shows a large difference with the distribution of the field of view, that is, the IFOV angle of the receiving system is variable and non-uniform, that is, the field of view angle corresponding to each pixel of the detector in the receiving system is variable and non-uniform, so the number of pixels occupied by the target is variable and non-uniform.
Through the differential distribution of IFOV with the field of view, it is possible to compress the IFOV of the field of view where the target is located without reducing the total field of view angle of the detection. When the same detector is used and the same field of view is used, if the IFOV1 of the target field of view of the conventional system is θ, then the IFOV2 of the field of view where the target of this new LiDAR is located is less than θ. Compared with conventional LiDARs, the multiple B of the reduction of the IFOV of the field of view where the target of this new LiDAR is located determines the increase multiple of the distance of target discovery and target recognition. For example, β=IFOV1/IFOV2, when β=2, the distance for discovering and identifying the target is increased to twice that of the conventional system. Moreover, the LiDAR provided by the present disclosure can reduce the size of the detector, reduce the cost, and read faster.
Moreover, the entrance pupil of the receiving system of the LiDAR has the characteristics of small edges and large centers, and the entrance pupil area of the central field of view can reach more than 6.24 times that of the edges, which meets the demand for a longer detection distance of the central field of view of the LiDAR. The sensitivity of the LiDAR of the present disclosure is improved. This LiDAR with non-uniform distribution of IFOV can discover and identify targets on the road earlier, which is beneficial for smart cars to identify potential risks in the driving environment, thereby controlling the driving state of the car, and has important application value in the vehicle field.
The present disclosure provides a LiDAR, which comprises a LiDAR receiving system. The LiDAR receiving system comprises: a plurality of lenses, an aperture and a detector, the vertex curvature of the lens farthest from the detector is positive, and the lenses on the left and right sides of the aperture are asymmetric relative to the aperture. The so-called “asymmetric” means that the number, size, shape of the lenses on the left and right sides of the aperture or the length of the lens groups on the left and right sides of the aperture are different. Preferably, the length of the lens groups on one side and the other side of the aperture differs by more than 1.5 times. The IFOV gradually increases from the central field of view of the LiDAR receiving system to the edge field of view, and the negative distortion also gradually increases. The detector in the receiving system is a surface array detector or a line array detector.
In addition, the entrance pupil area of the receiving system is variable. As an example, the entrance pupil area of the receiving system gradually increases from the edge field of view to the central field of view.
Specifically, the present disclosure lists the following four LiDAR receiving systems. It can be understood that the LiDAR receiving system of the present disclosure is not limited to the following four.
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It can be understood that the structure of the receiving system is not limited to the above four structures, but can also be other structures. The maximum IFOV angle of the edge field of view of the receiving system is more than 1.2 times the minimum IFOV angle of the central field of view. Preferably, the maximum IFOV angle of the edge field of view of the receiving system is 1.5 to 5 times the minimum IFOV angle of the central field of view. Preferably, the maximum IFOV of the edge field of view of the receiving system is 3 to 4 times the minimum IFOV of the central field of view.
Compared with the traditional optical system with the function projection of Y=f*tan θ, the LiDAR receiving system of the present disclosure has a large negative distortion. In the formula, Y is the image plane height, A is a constant term, θ is the angle between the target direction and the optical axis, and f is the focal length of the optical system. When θ=0, that is, in the central field of view, the resolution and imaging position are consistent with the traditional LiDAR. Due to the existence of negative distortion, the edge field of view increases the detection field of view of the LiDAR.
The LiDAR receiving system of the present disclosure has a large negative distortion. In the central field of view, this optical system has a large focal length, which makes the spatial resolution of the target in the field of view higher. In the larger field of view area of the central field of view, the system has a large negative distortion, which can reduce the imaging height. Under the premise that the size of the optical system photosensitive chip is determined, the field of view angle of the LiDAR receiving system will be expanded due to the reduction of the imaging height caused by negative distortion. Thereby, the LiDAR can expand the detection range while maintaining the target observation accuracy. At the same time, this receiving system with large negative distortion can also be used to improve the resolution of the LiDAR. If the field of view of the LiDAR is kept unchanged, the focal length of the receiving system can be increased, which can effectively improve the resolution of the central field of view.
Conventional LiDAR receiving systems have the same entrance pupil for any field of view, that is, the ability to collect echo energy in the entire field of view is consistent. However, there are large differences in the target distances corresponding to different fields of view of the LiDAR. For example, the target distance corresponding to the central field of view is farther, while the target distance corresponding to the edge field of view is closer. Only when the central field of view has a larger entrance pupil size can the decrease in receiving power caused by the increase in target distance be compensated. That is, the entrance pupil area of the receiving system gradually increases from the edge field of view to the central field of view. The receiving system with the same size entrance pupil in the entire field of view obviously cannot enable the LiDAR to achieve the best detection effect. The LiDAR receiving system described in the present disclosure has different entrance pupil sizes in different fields of view, that is, the entrance pupil area of the receiving system is variable, and the entrance pupil size of the LiDAR can be controlled in a targeted manner according to the different distances of the LiDAR detection target. Increase the entrance pupil of the field of view where the long-distance target is located to compensate for the decrease in receiving power caused by the increase in distance.
The LiDAR receiving system of the present disclosure can greatly improve the spatial range of observation while ensuring that the focal length remains unchanged. This avoids the use of a larger array detector and can reduce costs. At the same time, if the field of view remains unchanged, the LiDAR receiving system of the present disclosure can effectively improve the resolution of the central field of view. The LiDAR receiving system of the present disclosure has different receiving areas for different fields of view, and can design the receiving area of the corresponding field of view according to specific detection requirements, thereby achieving better detection effects. In addition, the LiDAR receiving system of the present disclosure has different effective optical receiving apertures, i.e., the entrance pupil area of the LiDAR receiving system, for different fields of view, which can better exert the detection effect of the LiDAR.
It is to be understood that the above-described embodiments are intended to illustrate rather than limit the present disclosure. Variations may be made to the embodiments without departing from the spirit of the present disclosure as claimed. Elements associated with any of the above embodiments are envisioned to be associated with any other embodiments. The above-described embodiments illustrate the scope of the present disclosure but do not restrict the scope of the present disclosure.
Depending on the embodiment, certain of the steps of a method described may be removed, others may be added, and the sequence of steps may be altered. The description and the claims drawn to a method may comprise some indication in reference to certain steps. However, the indication used is only to be viewed for identification purposes and not as a suggestion as to an order for the steps.
Number | Date | Country | Kind |
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202311008624.3 | Aug 2023 | CN | national |