WO2021081998A1 - Calibration method and calibration apparatus for laser radar system, medium, and ranging device - Google Patents

Calibration method and calibration apparatus for laser radar system, medium, and ranging device Download PDF

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Publication number
WO2021081998A1
WO2021081998A1 PCT/CN2019/115119 CN2019115119W WO2021081998A1 WO 2021081998 A1 WO2021081998 A1 WO 2021081998A1 CN 2019115119 W CN2019115119 W CN 2019115119W WO 2021081998 A1 WO2021081998 A1 WO 2021081998A1
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calibration
value
lidar system
distance
measurement value
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PCT/CN2019/115119
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French (fr)
Chinese (zh)
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王超
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深圳市速腾聚创科技有限公司
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Priority to CN201980050174.XA priority Critical patent/CN112585495B/en
Priority to PCT/CN2019/115119 priority patent/WO2021081998A1/en
Publication of WO2021081998A1 publication Critical patent/WO2021081998A1/en

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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S7/00Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/48Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S17/00
    • G01S7/497Means for monitoring or calibrating
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02ATECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
    • Y02A90/00Technologies having an indirect contribution to adaptation to climate change
    • Y02A90/10Information and communication technologies [ICT] supporting adaptation to climate change, e.g. for weather forecasting or climate simulation

Definitions

  • the invention relates to the technical field of laser radar ranging, in particular to a calibration method and a calibration device, storage medium and ranging equipment of a laser radar system.
  • the lidar system is a system that emits laser beams to detect the position and speed of the target. It is widely used in the field of laser detection, for example, in ranging systems, tracking and measurement of low-flying targets, weapon guidance, atmospheric monitoring, Fields such as surveying and mapping, early warning and traffic management.
  • the traditional calibration method uses the movement of the slide rail to change the distance between the target and the lidar system to perform calibration compensation.
  • this method of calibration requires a large space and a cumbersome process, and the calibration error is large at a long distance.
  • a calibration method and a calibration device, a storage medium, and a ranging device of a lidar system are provided.
  • a method for calibrating a lidar system the method steps are as follows:
  • the lidar system uses the calibration box to perform N ranges in sequence, and the outgoing laser of each range is delayed for a different time, and the range values at N different distances are obtained, and obtained according to the difference between the range value and the corresponding actual value N calibration matrices; where N ⁇ 1 and N is an integer;
  • the calibration matrix of the measurement value is obtained, and the measurement value is calibrated and compensated.
  • a calibration device of a lidar system includes:
  • the processing module is used to control the lidar system to use the calibration box to perform N range finding times in sequence.
  • the emitted laser of each range finding is delayed by a different time to obtain N range finding values at different distances, and according to the range finding value and the corresponding N calibration matrices are obtained by the difference of the actual values of, where N ⁇ 1 and N is an integer;
  • the calibration module is used to obtain the calibration matrix of the measured value, and perform calibration compensation on the measured value.
  • a distance measuring device includes a memory and a processor; the processor stores a computer program that can run on the processor, and the processor implements the steps of the aforementioned method when the processor executes the computer program.
  • Fig. 1 is a flowchart of a method for calibrating a lidar system in an embodiment.
  • Fig. 2 is a schematic structural diagram of a calibration box in an embodiment.
  • Fig. 3 is a specific flow chart of a method for calibrating a lidar system in an embodiment.
  • Fig. 4 is a schematic diagram of the working principle of the calibration of the lidar system in an embodiment.
  • Fig. 5 is a flowchart of specific steps of step S342 in an embodiment.
  • Fig. 6 is a partial function diagram of the data fitting process in an embodiment.
  • Fig. 7 is a flowchart of specific steps of step S344 in an embodiment.
  • Fig. 8 is a flowchart of a method for calibrating a lidar system in another embodiment.
  • Fig. 9 is a structural block diagram of a calibration device of a lidar system in an embodiment.
  • lidar is divided into mechanical lidar, micro-electro-mechanical system (MEMS, Micro-Electro-Mechanical System) lidar, Flash lidar and phased array lidar.
  • MEMS Micro-Electro-Mechanical System
  • Flash lidar the working principle of Flash lidar is to illuminate the entire field of view area to be detected by the outgoing laser at one time, and then receive all the echo lasers in the field of view at the same time, and complete it by directly or indirectly calculating the flight time of photons.
  • Distance measurement The advantage of Flash Lidar is that the transmitter has no mechanical movement and can quickly record the entire detection scene. While obtaining the distance information of the target, it can also obtain the gray-scale imaging information, avoiding the movement of the target or the lidar system itself during the scanning process.
  • Flash lidar as a lidar technology that can output target imaging information at the same time, has huge application potential in many aspects of social production and life in the future, such as topographic surveying and mapping, urban modeling, highway detection and other civilian fields, weapon guidance, military aspects such as battlefield reconnaissance and underwater detection.
  • the type of detector at the receiving end of Flash Lidar is related to its working principle.
  • the basic principle of continuous wave Flash lidar is that the emitted laser light is a light signal modulated by a carrier of a specific frequency, and the distance between the light source and the target is calculated by calculating the phase difference between the echo laser and the emitted laser light.
  • the pulsed Flash lidar can be subdivided into two types, one of which is called the iTOF type, that is, pulse integral ranging.
  • the light source periodically emits wide pulse lasers and collects echo lasers in different integration time windows.
  • the flight time of the photons can be obtained through the proportional relationship to calculate the distance information.
  • the second type is called the DTOF type, which is the same as the traditional mechanical lidar.
  • the light source is a pulsed light source with high peak power. It emits periodic narrow pulse lasers and measures the flight of photons by detecting echo lasers. Time to calculate distance information.
  • the pulsed Flash lidar detector can use two-dimensional silicon photomultiplier (SIPM, Silicon photomuitiplier) or avalanche photodiode (APD, Avalanche Photon Diode) arrays, and continuous wave Flash lidars mostly use charge-coupled elements ( CCD, Charge-coupled Device) or Complementary Metal Oxide Semiconductor (CMOS, Complementary Metal Oxide Semiconductor).
  • the calibration and compensation are necessary links to determine its ranging accuracy.
  • the physical quantities that need to be calibrated and compensated include static errors (circuit wiring, signal loading path length differences, optical system distortion, etc.), temperature errors, distance response unevenness errors, and detector pixel differences Error etc.
  • the calibration method of the lidar system can calibrate and compensate the measured value obtained during the distance measurement of the Flash lidar system, so that the final measured value of the target distance is closer to the actual value.
  • the calibration method of the lidar system provided in this application is not limited to the calibration of the Flash lidar, and can also be calibrated for other types of lidars, such as phased array lidars.
  • Fig. 1 is a calibration method of a lidar system in an embodiment. As shown in Figure 1, the calibration method of the lidar system includes the following steps:
  • step S120 the lidar system uses the calibration box to perform N range finding times in sequence, and the emitted laser of each range finding is delayed by a different time to obtain N range finding values at different distances, and according to the difference between the range finding value and the corresponding actual value Get N calibration matrices.
  • the lidar system emits the outgoing laser, and receives the echoed laser that is reflected by the target object, and calculates the distance measurement value based on the time difference between the time of emitting the outgoing laser and the time of receiving the echoed laser.
  • the lidar system can be a Flash lidar system or other lidar systems, such as phased array lidar systems, multi-line lidar systems, MEMS lidar systems, etc.
  • the target After the outgoing laser is projected into the calibration box and projected to the target, the target will reflect the echo laser.
  • the laser radar system receives the echo laser, and calculates the distance measurement value between the laser radar system and the target.
  • a calibration of the lidar system is During the calibration process, both the outgoing laser and echo laser propagate in the calibration box.
  • the calibration box is used to establish the calibration environment. Therefore, the above-mentioned lidar system ranging is carried out in the calibration environment, which reduces the influence of environmental factors.
  • the calibration box can shield the ambient light and so on.
  • the lidar system uses the calibration box to perform N ranges in sequence, and the emitted laser of each range is delayed by a different time, and N (N ⁇ 1 and N is an integer) different range values are obtained; due to the laser
  • the radar system calculates the distance of the target object by the flight time of the emitted laser, so the flight time of the emitted laser can be directly converted into the distance; the emitted laser of each range measurement is delayed by a different time, which is equivalent to flying a different distance and then shooting direction after the emitted laser is emitted Calibrate the box to get the distance measurement values corresponding to N different actual values; the actual value of each distance measurement is the sum of the distance corresponding to the delay time and the length of the calibration box; so there is no need to really change the actual spatial distance between
  • the actual value of the simulation also increases.
  • the delay time can be realized by the delay line, and the different delay time can make the outgoing laser pass through the delay line of different length. Due to the error, the distance measurement value obtained from each distance measurement has a certain difference with its corresponding actual value, which is not completely equal; therefore, N calibration matrices can be obtained according to the difference between the N distance measurement values and the corresponding actual values.
  • Step S140 Obtain a calibration matrix of the measured value, and perform calibration compensation on the measured value.
  • the measured value refers to the range measurement distance of the target obtained during the range measurement process of the lidar system in actual application
  • the range measurement value refers to the calibration matrix obtained by the lidar system during N times of range measurement.
  • the ranging distance of the target obtained during the calibration process; the calibration process needs to be carried out in the calibration box.
  • the measured value is calibrated and compensated, the error in the measured value is corrected, and the measured value is closer to the corresponding actual value, thereby improving the ranging accuracy of the lidar system.
  • the calibration method of the lidar system mentioned above delays the emitted lasers of multiple ranging for different times to simulate the actual value of the different distances between the lidar system and the target, so that the measurement corresponding to the actual values of N different distances can be obtained.
  • Distance value and then obtain N calibration matrices; and according to the calibration matrix to calibrate the measured values in practical applications; thereby improving the accuracy of the measured values obtained by the lidar system in practical applications.
  • the process of obtaining the calibration matrix there is no need to change the actual value of the distance between the lidar system and the target, so there is no need for a huge slide rail and a larger calibration space, the required resource consumption is less, and the operation process is simpler; and Since the actual value of the distance between the lidar system and the target includes the distance corresponding to the delay time and the length of the calibration box, the outgoing laser does not actually fly through the space of the same distance, and the environment has little interference and loss of the outgoing laser and echo laser, so Even when the detection distance of the lidar system is long, it can still accurately measure the distance by simulating the actual value of the distance, so as to obtain an accurate calibration matrix and improve the accuracy of the measurement value calibration.
  • the lidar system is set at one end of the calibration box, and the target is set at the other end of the calibration box.
  • the outgoing laser emitted by the lidar system is delayed by a delay line for a period of time and then enters from one end of the calibration box, and shoots toward The target on the other end of the calibration box is reflected by the target and returns to the echo laser, which is received by the lidar system.
  • the outer surface of the calibration box is set to black to shield the ambient light, and there is a light-absorbing material inside to reduce the interference of the echo laser caused by multiple reflections of the outgoing laser on the inner surface of the calibration box.
  • the calibration box is used to establish the calibration environment, so that the interference of environmental factors is avoided during the calibration process of the lidar system.
  • the shape, structure, and size of the calibration box can be set according to actual needs.
  • the calibration box 210 includes a first surface 212 and a second surface 214 opposite thereto.
  • the target 220 is disposed on the first surface 212 and the lidar system 230 is disposed on the second surface 214. That is, the lidar system 230 is disposed on one end of the calibration box 210, and the target 220 is disposed on the other end of the calibration box 210.
  • a through hole is opened on the second surface 214, and the target 220 is arranged opposite to the through hole.
  • the laser beam emitted by the laser radar system enters the calibration box 210 through the through hole of the calibration box 210 and is directed to the target 220 inside the calibration box 210. .
  • the size of the through hole can be designed according to the aperture size of the optical lens at the transmitting end of the lidar system 230.
  • the number of the target 220 is at least one; when the number of the target 220 is greater than one, the reflectivity of each target 220 is different; the target 220 in the calibration box 210 can be exchanged for different Reflectivity objects are calibrated.
  • a white paper with known reflectivity is attached to the first surface 212 as the target 220, and N calibration matrices of the target 220 are obtained after N times of distance measurement; the measurement of the target 220 with different reflectivity is required
  • the value is calibrated and compensated, it is only necessary to replace it with another reflectance target 220, which is easy to operate.
  • the lidar system 230 includes a transmitting device 232 and a receiving device 234.
  • the connection between the calibration box 210 and the lidar system 230 is provided with a suitable combination structure, so that the outgoing laser emitted by the transmitter 232 can enter the calibration box 210 to reach the target 220, and the echo laser returned after being reflected by the target 220 can be received
  • the device 234 receives. Specifically, as shown in FIG.
  • the second side 214 of the calibration box 210 has a through hole, the launching device 232 is aligned with the through hole, and the outgoing laser emitted by the launching device 232 enters the calibration box 210 through the through hole; the calibration box 210
  • a light path pipe 216 is arranged inside, and a receiving device 234 is arranged at the end of the light path pipe 216.
  • the echo laser passes through the light path pipe 216 during propagation and is finally received by the receiving device 234.
  • the echo laser can be received by the receiving device 234 after being reflected multiple times in the light path pipe 216, or it can be reflected from the target 220 and directly pass through the light path pipe 216 and be received by the receiving device 234.
  • the light path pipe 216 is a black plastic pipe, and its length can be 1/2, 2/3, 3/4, etc. of the length of the calibration box 210, and it can be set as required.
  • the transmitting device 232 and the receiving device 234 may be arranged side by side up and down, side by side, or the transmitting device 232 arranged around the receiving device 234.
  • the opening position of the through hole on the second surface 214 needs to match the emitting device 232 to ensure that enough photons in the emitted laser light emitted by the emitting device 232 reach the end of the calibration box 210 without being blocked, that is, the target in the calibration box 210 220 places.
  • the design of the calibration box 210 does not need to extend the size according to the specific angle direction, because the calibration compensation of the measured value has nothing to do with the field of view angle of the lidar system 230 Therefore, it is also possible to separately design a set of emission devices 232 for calibration according to the number of light sources of the emission devices 232; for example, all the light sources of the emission devices 232 are installed on the same plane.
  • the above-mentioned limitation on the calibration box 210 and the lidar system 230 is only one of the reference examples. This application does not impose any special restrictions on the internal structure of the calibration box 210 and the lidar system 230, but it is necessary to ensure the lidar system 230 There are enough photons in the outgoing laser light to reach the target 220 on the first surface 212 without being blocked, and the lidar system 230 can receive enough photons of the echo laser reflected by the target 220.
  • Fig. 3 is a specific flow chart of a method for calibrating a lidar system in an embodiment.
  • the lidar system uses the calibration box to perform N range finding times in sequence, and the outgoing laser of each range finding is delayed by a different time to obtain N range finding values at different distances, and according to the range finding value and The difference of the corresponding actual values obtains N calibration matrices, including: step S320, the lidar system executes N range finding in sequence, the outgoing laser of the i-th range finding passes through (i-1) delay lines and then shoots to the calibration box, Obtain the distance measurement value at the distance of (i-1)*L+K, and obtain the calibration matrix according to the difference between the distance measurement value and (i-1)*L+K.
  • i 1, 2,...,N
  • L is the distance corresponding to the delay line
  • K is the length of the calibration box.
  • the calibration matrix is obtained according to the difference between the ranging value and (i-1)*L+K.
  • the lidar system 230 performs multiple calibrations on the actual value of the same distance to obtain multiple ranging values corresponding to the actual value of the same distance; respectively calculate the difference between these ranging value and the actual value, and The average value of these differences is calculated as the calibration matrix; this improves the accuracy of the obtained calibration matrix.
  • the length distance K of the calibration box may be equal to the distance L corresponding to the delay line.
  • the outgoing laser from the i-th distance measurement passes through the (i-1) delay line and then hits the calibration box to obtain the distance measurement value at the distance i*L, and obtain the calibration matrix according to the difference between the distance measurement value and i*L. Simplify the calculation process of obtaining the calibration matrix, reduce the amount of calculation, and improve the calibration efficiency.
  • the transmitting device 232 and the receiving device 234 are not located at the same position, and the optical paths of the outgoing laser and the echo laser are not on the same axis, and there is a certain angle between the optical paths.
  • the sum of the distance between the light-emitting surface of the transmitting device 232 and the target 220 and the distance of the echo laser from the target 220 to the light-receiving surface of the receiving device 234 is the actual distance traveled by photons in the calibration box 210.
  • half of the actual distance traveled by the photon in the calibration box 210 is equal to the distance L corresponding to the delay line.
  • the length of the calibration box is not equal to the distance L corresponding to the delay line.
  • the difference between K and L is often very small. In order to simplify the calibration device, it is usually set as the length of the calibration box and the distance K is equal to the distance L corresponding to the delay line.
  • the lidar system 230 includes a transmitting device 232, a receiving device 234, a delay line 235, and a clock device 236; the clock device 236 sends a clock signal to the delay line 235 and the receiving device 234; the delay line 235 is based on the i-th After the delay time required for the second ranging is delayed, the clock signal is sent to the transmitter 232; the transmitter 232 receives the clock signal sent by the delay line, and emits the laser. After the outgoing laser enters the calibration box, it is reflected by the target 220 and then returns to the echo laser.
  • the echo laser is received by the receiving device 234, and the receiving device 234 calculates the time difference between transmission and reception according to the clock signal sent by the clock device 236, thereby calculating the ranging value.
  • the delay line delay time is 4 ⁇ , and the corresponding actual ranging value is 4L+K.
  • the transmitter 232 includes a transmitter driver 2322 and a transmitter 2324. After the transmitter driver 2322 receives the clock signal, it sends a driving signal to the transmitter 2324, which drives the transmitter 2324 to emit laser light. In this embodiment, there is no need to increase the distance between the lidar system 230 and the target 220 during the calibration process, only the delay time needs to be increased.
  • step S140 obtaining a calibration matrix of the measurement value, and performing calibration compensation on the measurement value, includes:
  • step S342 when the measured value M ⁇ (N-1)*L+K, the calibration matrix corresponding to the measured value is used to calibrate and compensate the measured value.
  • the calibration matrix corresponding to the measured value can be directly obtained.
  • step S342 includes:
  • step S510 a calibration curve is generated by fitting the distance measurement values of the N times of distance measurement and the corresponding calibration matrix.
  • the distance measurement values of N times of distance measurement and the corresponding calibration matrix in the calibration process are fitted to obtain a calibration curve.
  • Some discrete points Fit these discrete points to get a smooth and coherent calibration curve.
  • the least squares method can be used for fitting.
  • the calibration matrix corresponding to any measured value within the range can be obtained.
  • Step S520 Obtain a calibration matrix corresponding to the measured value according to the calibration curve.
  • step S530 the obtained calibration matrix is used to calibrate and compensate the measured value.
  • the calibration curve input the measurement value within the range to get the corresponding calibration matrix.
  • the obtained calibration matrix is used to calibrate and compensate the measured value.
  • the measurement value can be summed with the corresponding calibration matrix to obtain the calibrated measurement value.
  • step S344 when the measured value M>(N-1)*L+K, the calibration matrix corresponding to the designated distance measurement value is used to calibrate and compensate the measured value.
  • the calibration matrix corresponding to the specified distance measurement value corresponding to the measurement value can be called. Due to the complexity of the hardware design, the size of the calibration box, the cost of calibration and other factors, the distance L corresponding to the delay line and the number of calibrations N cannot be set to be very large. Therefore, in the actual application of the lidar system, the distance L The detection distance may be greater than the calibrated range.
  • step S344 includes:
  • Step S710 Obtain a specified distance measurement value according to the measurement value.
  • the calculation formula of the specified ranging value corresponding to the measured value is:
  • X is the designated ranging value
  • % is the remainder operation.
  • the specified distance measurement value X calculated by this formula is within the range of the calibration range, that is, X ⁇ (N-1)*L+K.
  • Step S720 Obtain a calibration matrix corresponding to the specified distance measurement value.
  • the N calibration matrices obtained in the calibration process can be called, and there are many ways to obtain the calibration matrix.
  • the calibration matrix corresponding to the specified distance measurement value X can be obtained from the calibration curve.
  • step S730 the obtained calibration matrix is used to calibrate and compensate the measured value.
  • the hardware setting of the calibration process can be simplified, the size of the calibration box and the number of ranging can be controlled, the calibration process is simplified, and the cost is controllable.
  • j 1, 2, ..., N.
  • N discrete points are obtained in the coordinate system of the measurement value-calibration matrix; therefore, when the specified ranging value X is equal to the ranging value in the calibration process, the measurement is directly called The calibration matrix obtained during the distance calibration process is sufficient; when the specified distance measurement value X is between two adjacent distance measurement values in the calibration process, the corresponding calibration matrix can be obtained by fitting; optional Yes, the points in the coordinate system corresponding to the two adjacent distance measurement values can be fitted by linear difference.
  • the calibration matrix can be accurately obtained to calibrate and compensate the measured value, which effectively improves the accuracy of the measured value of the lidar system; at the same time, the calibration compensation of the measured value is not Limited by the range of the calibration process, it can be effectively calibrated and compensated even when the measured value is large to ensure the accuracy of detection; in addition, the measurement value outside the calibration range can be calibrated corresponding to the specified range value in the calibration range
  • the matrix is calibrated and compensated, so there is no need to increase the number of calibrations N indefinitely during the calibration process, the calibration process is simpler and the cost is lower.
  • FIG. 8 is a flowchart of a calibration method of a lidar system.
  • the calibration method of the lidar system may also include step S110, step S150 to step S160.
  • Step S110 preheat the lidar system.
  • the lidar system for pre-calibration first, but the calibration data at this time is invalid, and will not be used in the subsequent steps, or you can just turn on the lidar system without calibration. Because the characteristics of the outgoing laser emitted by the launcher of the lidar system have a lot to do with its temperature; in the initial stage of the operation of the emitting device, the temperature will continue to rise as the working time increases. At this time, the characteristics of the outgoing laser are also constantly changing with the increase in temperature. ; After the launcher works for a period of time, the temperature reaches equilibrium, and the characteristics of the emitted laser are also stable. Therefore, preheating the lidar system can enable the transmitter to reach a stable state, thereby improving the accuracy of the calibration matrix obtained during the calibration process.
  • Step S150 Obtain a temperature compensation coefficient according to the temperature of the lidar system.
  • step S160 the temperature compensation coefficient is calibrated to compensate the measured value.
  • the temperature compensation coefficient corresponding to the temperature of the lidar system can be obtained; the lidar system can obtain the corresponding temperature compensation coefficient by looking up the table.
  • the temperature of the lidar system can be obtained by installing a temperature sensor in the lidar system.
  • the temperature sensor can be arranged at one or more positions of the transmitting device, the receiving device, the control device, the gap in the lidar system housing, and so on.
  • the output value can be obtained by multiplying the compensation measurement value after calibration and compensation by the calibration matrix by the temperature compensation coefficient.
  • the temperature compensation coefficient is introduced to further correct the measured value, which improves the calibration accuracy and improves the accuracy of the measured value of the lidar system.
  • the power of the emitted laser of the lidar system is controlled by the hardware system, so that the power of the emitted laser decreases as the delay time increases.
  • the power of the emitted laser is gradually reduced as the flight distance increases, and the energy loss of the photons in the emitted laser and echo laser in the actual application scenario is simulated, so that the calibration process is closer to the actual ranging scenario, and the acquisition is improved.
  • the accuracy of the calibration matrix improves the accuracy of the calibration of the measured value.
  • the power of the emitted laser and the delay time are in a negative quadratic relationship; since the actual value of the distance is related to the delay time during the calibration process, it increases with the increase of the delay time, and the power of the emitted laser increases with the flight distance.
  • the reduction is in accordance with the law of energy loss in the actual ranging scenario, the accuracy of the obtained calibration matrix is improved, and the accuracy of the calibration of the measured value is improved.
  • Fig. 9 is a structural block diagram of a calibration device of a lidar system in an embodiment.
  • the calibration device 900 of the lidar system includes a processing module 910 and a calibration module 920, which are used to implement the aforementioned calibration method of the lidar system.
  • the processing module 910 is used to control the lidar system to use the calibration box to perform N range measurements in sequence.
  • the emitted laser of each range measurement is delayed by a different time to obtain the range measurement values at N different distances, and according to the range measurement value and the corresponding actual The difference in value results in N calibration matrices; where N ⁇ 1 and N is an integer.
  • the calibration module 920 is used to obtain a calibration matrix of the measured value, and perform calibration compensation on the measured value.
  • the calibration device 900 of the lidar system described above includes a processing module 910 and a calibration module 920.
  • the processing module 910 controls the lidar system to use the calibration box to perform N range measurements, and delays the emitted lasers of multiple ranging for different times to simulate lidar The actual values of different distances between the system and the target object, so that the distance measurement values corresponding to the actual values of N different distances can be obtained, and then N calibration matrices are obtained according to the difference between the distance measurement value and the corresponding actual value; calibration module 920 According to the calibration matrix, the measurement value in the actual application is calibrated, thereby improving the accuracy of the measurement value obtained by the lidar system in the actual application.
  • the process of obtaining the calibration matrix there is no need to change the actual value of the distance between the lidar system and the target, so there is no need for a huge slide rail and a larger calibration space, the required resource consumption is less, and the operation process is simpler; and Since the actual value of the distance between the lidar system and the target includes the distance corresponding to the delay time and the length of the calibration box, the outgoing laser does not actually fly through the space of the same distance, and the environment has less interference and loss of the outgoing laser and echo laser, so Even when the detection distance of the lidar system is long, it can still accurately measure the distance by simulating the actual value of the distance, so as to obtain an accurate calibration matrix and improve the accuracy of the measurement value calibration.
  • the calibration box is used to establish a calibration environment
  • the lidar system is set at one end of the calibration box
  • the target is set at the other end of the calibration box.
  • the processing module 910 controls the lidar system to perform N ranges in sequence, and the outgoing laser from the i-th range passes through the (i-1) delay line and then shoots to the calibration box to obtain the distance at (i-1)*L+K
  • the calibration module 920 uses the calibration matrix corresponding to the measured value to calibrate and compensate the measured value; when the measured value M>(N-1) *When L+K, the calibration module uses the calibration matrix corresponding to the specified distance measurement value to calibrate and compensate the measured value.
  • the calibration module 920 when the measured value M ⁇ (N-1)*L+K, is configured to generate a calibration curve according to the distance measurement values of N times of distance measurement and the corresponding calibration matrix; Curve, obtain the calibration matrix corresponding to the measured value; use the obtained calibration matrix to calibrate and compensate the measured value.
  • the calibration module 920 when the measured value M>(N-1)*L+K, is configured to obtain the specified ranging value according to the measured value; obtain the calibration matrix corresponding to the specified ranging value; use the obtained The calibration matrix calibrates and compensates the measured value.
  • the end of the calibration box provided with the target is provided with a through hole
  • the inside of the calibration box is provided with a light path pipe connected to the lidar system
  • the inner surface of the calibration box is provided with a light-absorbing material
  • the calculation formula of the specified ranging value corresponding to the measured value is:
  • X is the designated ranging value.
  • the distance L corresponding to the delay line is equal to the length distance K of the calibration box.
  • the number of the target is at least one; when the number of the target is more than one, the reflectivity of the target is different.
  • the processing device 910 is also used to control the power of the laser light emitted by the laser radar system through a hardware system, so that the power of the laser light decreases as the delay time increases.
  • the power of the emitted laser light and the delay time have a negative power-of-two relationship.
  • the calibration module 920 sums the measurement value with the corresponding calibration matrix to obtain the calibrated measurement value.
  • the calibration module 920 is further configured to obtain the temperature compensation coefficient according to the temperature of the lidar system; calibrate the temperature compensation coefficient to compensate the measured value.
  • the processing module 910 is also used to preheat the lidar system.
  • each module in the calibration device 900 of the lidar system described above can be implemented in whole or in part by software, hardware, and a combination thereof.
  • Each module may be embedded in the processor of the server in the form of hardware or independent of the server, or stored in the memory of the server in the form of software, so that the processor can call and execute the operations corresponding to the above modules.
  • the application also provides a distance measuring device.
  • the distance measuring device includes a memory and a processor, and a computer program that can run on the processor is stored.
  • the processor implements the steps of the method in any of the above embodiments when the computer program is executed.
  • the application also provides a storage medium on which a computer program is stored.
  • the computer program is executed by the processor, the steps of any of the above methods are realized.
  • Non-volatile memory may include read only memory (ROM), programmable ROM (PROM), electrically programmable ROM (EPROM), electrically erasable programmable ROM (EEPROM), or flash memory.
  • Volatile memory may include random access memory (RAM) or external cache memory.
  • RAM is available in many forms, such as static RAM (SRAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), double data rate SDRAM (DDRSDRAM), enhanced SDRAM (ESDRAM), synchronous chain Channel (Synchlink) DRAM (SLDRAM), memory bus (Rambus) direct RAM (RDRAM), direct memory bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM), etc.

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Abstract

A calibration method for a laser radar system, comprising the following method steps: a laser radar system (230) uses a calibration box (210) to sequentially execute N instances of ranging, the emergent laser of each instance of ranging is delayed for a different length of time and ranging values of N different distances are obtained, and N calibration matrices are obtained according to the difference between a ranging value and a corresponding actual value (S120), N≥1 and N being an integer; and a calibration matrix of a measured value is acquired, and the measured value is calibrated and compensated (S140).

Description

激光雷达系统的校准方法及校准装置、介质及测距设备Lidar system calibration method, calibration device, medium and ranging equipment 技术领域Technical field
本发明涉及激光雷达测距技术领域,特别是涉及一种激光雷达系统的校准方法及校准装置、存储介质及测距设备。The invention relates to the technical field of laser radar ranging, in particular to a calibration method and a calibration device, storage medium and ranging equipment of a laser radar system.
背景技术Background technique
激光雷达系统是以发射激光光束探测目标物的位置、速度等特征量的系统,其广泛应用于激光探测领域,例如,应用于测距系统、低飞目标的跟踪测量、武器制导、大气监测、测绘、预警及交通管理等领域。The lidar system is a system that emits laser beams to detect the position and speed of the target. It is widely used in the field of laser detection, for example, in ranging systems, tracking and measurement of low-flying targets, weapon guidance, atmospheric monitoring, Fields such as surveying and mapping, early warning and traffic management.
在激光雷达系统测距的过程中由于系统差异和环境影响,造成测量值与实际值产生偏差,导致探测结果不准确。传统的校准方法利用滑轨的移动变化目标物与激光雷达系统之间的距离,进行标定补偿。但这种方式的标定要求空间大且过程繁琐,远距离处标定误差大。During the distance measurement process of the lidar system, due to system differences and environmental influences, the measured value is deviated from the actual value, resulting in inaccurate detection results. The traditional calibration method uses the movement of the slide rail to change the distance between the target and the lidar system to perform calibration compensation. However, this method of calibration requires a large space and a cumbersome process, and the calibration error is large at a long distance.
发明内容Summary of the invention
根据本申请的各种实施例,提供一种激光雷达系统的校准方法及校准装置、存储介质及测距设备。According to various embodiments of the present application, a calibration method and a calibration device, a storage medium, and a ranging device of a lidar system are provided.
一种激光雷达系统的校准方法,方法步骤如下:A method for calibrating a lidar system, the method steps are as follows:
激光雷达系统利用校准盒子依次执行N次测距,每次测距的出射激光延迟不同时间,得到N个不同距离处的测距值,并根据所述测距值与对应的实际值的差别得到N个校准矩阵;其中N≥1且N为整数;The lidar system uses the calibration box to perform N ranges in sequence, and the outgoing laser of each range is delayed for a different time, and the range values at N different distances are obtained, and obtained according to the difference between the range value and the corresponding actual value N calibration matrices; where N≥1 and N is an integer;
获取测量值的所述校准矩阵,对所述测量值进行校准补偿。The calibration matrix of the measurement value is obtained, and the measurement value is calibrated and compensated.
一种激光雷达系统的校准装置,包括:A calibration device of a lidar system includes:
处理模块,用于控制激光雷达系统利用校准盒子依次执行N次测距,每次测距的出射激光延迟不同时间,得到N个不同距离处的测距值,并根据所述测距值与对应的实际值的差别得到N个校准矩阵;其中N≥1且N为整数;The processing module is used to control the lidar system to use the calibration box to perform N range finding times in sequence. The emitted laser of each range finding is delayed by a different time to obtain N range finding values at different distances, and according to the range finding value and the corresponding N calibration matrices are obtained by the difference of the actual values of, where N≥1 and N is an integer;
校准模块,用于获取测量值的所述校准矩阵,对所述测量值进行校准补偿。The calibration module is used to obtain the calibration matrix of the measured value, and perform calibration compensation on the measured value.
一种存储介质,其上存储有计算机程序,所述计算机程序被处理器执行时实现如前所述方法的步骤。A storage medium on which a computer program is stored, and when the computer program is executed by a processor, the steps of the aforementioned method are realized.
一种测距设备,包括存储器和处理器;所述处理器上存储有可在所述处理器上运行的计算机程序,所述处理器执行所述计算机程序时实现如前所述方法的步骤。A distance measuring device includes a memory and a processor; the processor stores a computer program that can run on the processor, and the processor implements the steps of the aforementioned method when the processor executes the computer program.
本申请的一个或多个实施例的细节在下面的附图和描述中提出。本申请的其他特征、目的和优点将从说明书、附图以及权利要求书变得明显。The details of one or more embodiments of the present application are set forth in the following drawings and description. Other features, purposes and advantages of this application will become apparent from the description, drawings and claims.
附图说明Description of the drawings
为了更清楚地说明本申请实施例或现有技术中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本申请的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他实施例的附图。In order to more clearly describe the technical solutions in the embodiments of the present application or the prior art, the following will briefly introduce the drawings that need to be used in the description of the embodiments or the prior art. Obviously, the drawings in the following description are only These are some embodiments of the present application. For those of ordinary skill in the art, without creative work, the drawings of other embodiments can also be obtained based on these drawings.
图1为一实施例中的激光雷达系统的校准方法的流程图。Fig. 1 is a flowchart of a method for calibrating a lidar system in an embodiment.
图2为一实施例中的校准盒子的结构示意图。Fig. 2 is a schematic structural diagram of a calibration box in an embodiment.
图3为一实施例中的激光雷达系统的校准方法的具体流程图。Fig. 3 is a specific flow chart of a method for calibrating a lidar system in an embodiment.
图4为一实施例中的激光雷达系统标定时的工作原理示意图。Fig. 4 is a schematic diagram of the working principle of the calibration of the lidar system in an embodiment.
图5为一实施例中的步骤S342的具体步骤的流程图。Fig. 5 is a flowchart of specific steps of step S342 in an embodiment.
图6为一实施例中的数据拟合过程的部分函数图。Fig. 6 is a partial function diagram of the data fitting process in an embodiment.
图7为一实施例中的步骤S344的具体步骤的流程图。Fig. 7 is a flowchart of specific steps of step S344 in an embodiment.
图8为另一实施例中的激光雷达系统的校准方法的流程图。Fig. 8 is a flowchart of a method for calibrating a lidar system in another embodiment.
图9为一实施例中的激光雷达系统的校准装置的结构框图。Fig. 9 is a structural block diagram of a calibration device of a lidar system in an embodiment.
具体实施方式Detailed ways
为了使本申请的目的、技术方案及优点更加清楚明白,以下结合附图及 实施例,对本申请进行进一步详细说明。应当理解,此处所描述的具体实施例仅仅用以解释本申请,并不用于限定本申请。In order to make the purpose, technical solutions, and advantages of this application clearer, the following further describes this application in detail with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the application, and not used to limit the application.
在本申请的描述中,需要理解的是,术语“中心”、“横向”、“上”、“下”“左”、“右”、“竖直”、“水平”、“顶”、“底”、“内”以及“外”等指示的方位或位置关系为基于附图所示的方位或位置关系,仅是为了便于描述本申请和简化描述,而不是指示或暗示所指的装置或元件必须具有特定的方位、以特定的方位构造和操作,因此不能理解为对本申请的限制。此外,需要说明的是,当元件被称为“形成在另一元件上”时,它可以直接连接到另一元件上或者可能同时存在居中元件。当一个元件被认为是“连接”另一个元件,它可以直接连接到另一元件或者同时存在居中元件。相反,当元件被称作“直接在”另一元件“上”时,不存在中间元件。In the description of this application, it should be understood that the terms "center", "lateral", "upper", "lower", "left", "right", "vertical", "horizontal", "top", " The orientation or positional relationship indicated by “bottom”, “inner” and “outer” is based on the orientation or positional relationship shown in the drawings, and is only for the convenience of describing the application and simplifying the description, and does not indicate or imply the device or The element must have a specific orientation, be constructed and operated in a specific orientation, and therefore cannot be understood as a limitation of the present application. In addition, it should be noted that when an element is referred to as being "formed on another element", it may be directly connected to another element or a centering element may exist at the same time. When an element is considered to be "connected" to another element, it can be directly connected to the other element or an intermediate element can be present at the same time. In contrast, when an element is referred to as being "directly on" another element, there are no intervening elements.
激光雷达按照扫描方式分为机械激光雷达、微机电系统(MEMS,Micro-Electro-Mechanical System)激光雷达、Flash激光雷达以及相控阵激光雷达。其中,Flash激光雷达的工作原理是通过将出射激光一次性地照亮整个被探测的视场区域,再同时接收探测视场内的所有回波激光,通过直接或间接的计算光子的飞行时间完成距离测量。Flash激光雷达的优点是发射装置没有机械运动且能够快速记录整个探测场景,得到目标物距离信息的同时还可以得到灰度级的成像信息,避免在扫描过程中由于目标物或激光雷达系统自身移动带来的干扰,结构简单,负载低,光机寿命长,便于小型化和模块化,人工调校的时间成本低,性价比高。Flash激光雷达作为一种可以同时输出目标物成像信息的激光雷达技术,其未来在社会生产生活的诸多方面有着巨大的应用潜力,诸如地形测绘、城市建模、公路检测等民用领域,武器制导、战场侦察、水下探测等军事方面等。According to the scanning method, lidar is divided into mechanical lidar, micro-electro-mechanical system (MEMS, Micro-Electro-Mechanical System) lidar, Flash lidar and phased array lidar. Among them, the working principle of Flash lidar is to illuminate the entire field of view area to be detected by the outgoing laser at one time, and then receive all the echo lasers in the field of view at the same time, and complete it by directly or indirectly calculating the flight time of photons. Distance measurement. The advantage of Flash Lidar is that the transmitter has no mechanical movement and can quickly record the entire detection scene. While obtaining the distance information of the target, it can also obtain the gray-scale imaging information, avoiding the movement of the target or the lidar system itself during the scanning process. The interference caused by simple structure, low load, long life of the optical machine, convenient for miniaturization and modularization, low time cost of manual adjustment, and high cost performance. Flash lidar, as a lidar technology that can output target imaging information at the same time, has huge application potential in many aspects of social production and life in the future, such as topographic surveying and mapping, urban modeling, highway detection and other civilian fields, weapon guidance, Military aspects such as battlefield reconnaissance and underwater detection.
Flash激光雷达的接收端的探测器类型与其采用的工作原理有关。连续波式的Flash激光雷达的基本原理是出射激光为被特定频率的载波调制的光信号,通过解算回波激光与出射激光之间的相位差,求出光源与目标物之间的距离。脉冲式的Flash激光雷达由可以细分为两种,其中一种称为iTOF型, 即脉冲积分测距。光源周期性地连续发射宽脉冲激光,在不同积分时间窗内采集回波激光,通过比例关系可求得光子的飞行时间从而解算距离信息。第二种称之为DTOF型,其与传统的机械式激光雷达的测距原理相同,光源为大峰值功率的脉冲光源,通过发射周期性的窄脉冲激光,通过检测回波激光测量光子的飞行时间,从而计算距离信息。其中,脉冲式Flash激光雷达的探测器可采用二维硅光电倍增管(SIPM,Silicon photomuitiplier)或雪崩光电二极管(APD,Avalanche Photon Diode)阵列,连续波式的Flash激光雷达多采用电荷耦合元件(CCD,Charge-coupled Device)或互补金属氧化物半导体(CMOS,Complementary Metal Oxide Semiconductor)。The type of detector at the receiving end of Flash Lidar is related to its working principle. The basic principle of continuous wave Flash lidar is that the emitted laser light is a light signal modulated by a carrier of a specific frequency, and the distance between the light source and the target is calculated by calculating the phase difference between the echo laser and the emitted laser light. The pulsed Flash lidar can be subdivided into two types, one of which is called the iTOF type, that is, pulse integral ranging. The light source periodically emits wide pulse lasers and collects echo lasers in different integration time windows. The flight time of the photons can be obtained through the proportional relationship to calculate the distance information. The second type is called the DTOF type, which is the same as the traditional mechanical lidar. The light source is a pulsed light source with high peak power. It emits periodic narrow pulse lasers and measures the flight of photons by detecting echo lasers. Time to calculate distance information. Among them, the pulsed Flash lidar detector can use two-dimensional silicon photomultiplier (SIPM, Silicon photomuitiplier) or avalanche photodiode (APD, Avalanche Photon Diode) arrays, and continuous wave Flash lidars mostly use charge-coupled elements ( CCD, Charge-coupled Device) or Complementary Metal Oxide Semiconductor (CMOS, Complementary Metal Oxide Semiconductor).
不论基于何种工作原理的激光雷达系统,标定与补偿是决定其测距精度的必要环节。而对于Flash激光雷达系统而言,需要标定和补偿的物理量包括静态误差(电路布线、信号加载路长度差异、光学系统畸变等因素)、温度误差、距离响应不均匀性误差、探测器像素差异性误差等。下面就以Flash激光雷达为例对激光雷达系统的校准方法做具体介绍。激光雷达系统的校准方法能对Flash激光雷达系统测距时得到的测量值进行校准补偿,以使最终对目标物距离的测量值更加接近实际值。但需要说明的是,本申请提供的激光雷达系统的校准方法并不限于对Flash激光雷达进行校准,也可以对其他类型的激光雷达进行校准,例如相控阵激光雷达。Regardless of the working principle of the lidar system, calibration and compensation are necessary links to determine its ranging accuracy. For the Flash lidar system, the physical quantities that need to be calibrated and compensated include static errors (circuit wiring, signal loading path length differences, optical system distortion, etc.), temperature errors, distance response unevenness errors, and detector pixel differences Error etc. The following takes the Flash lidar as an example to introduce the calibration method of the lidar system in detail. The calibration method of the lidar system can calibrate and compensate the measured value obtained during the distance measurement of the Flash lidar system, so that the final measured value of the target distance is closer to the actual value. However, it should be noted that the calibration method of the lidar system provided in this application is not limited to the calibration of the Flash lidar, and can also be calibrated for other types of lidars, such as phased array lidars.
图1为一实施例中的激光雷达系统的校准方法。如图1所示,激光雷达系统的校准方法包括以下步骤:Fig. 1 is a calibration method of a lidar system in an embodiment. As shown in Figure 1, the calibration method of the lidar system includes the following steps:
步骤S120,激光雷达系统利用校准盒子依次执行N次测距,每次测距的出射激光延迟不同时间,得到N个不同距离处的测距值,并根据测距值与对应的实际值的差别得到N个校准矩阵。In step S120, the lidar system uses the calibration box to perform N range finding times in sequence, and the emitted laser of each range finding is delayed by a different time to obtain N range finding values at different distances, and according to the difference between the range finding value and the corresponding actual value Get N calibration matrices.
具体的,激光雷达系统发射出射激光,并接收目标物反射后返回的回波激光,通过发射出射激光的时间和接收回波激光的时间的时间差计算测距值。激光雷达系统可以是Flash激光雷达系统,也可以是其他激光雷达系统,如相控阵激光雷达系统、多线激光雷达系统、MEMS激光雷达系统等。出射激光 射向校准盒子内后投射至目标物后,目标物会反射回波激光,激光雷达系统接收该回波激光,并计算得到激光雷达系统和目标物之间的测距值,则完成了激光雷达系统的一次标定。在标定过程中,出射激光和回波激光均在校准盒子内传播,校准盒子用于建立标定环境,故上述激光雷达系统测距是在标定环境中进行的,减弱了环境因素的影响,例如,校准盒子可以屏蔽环境光等。在本实施例中,激光雷达系统利用校准盒子依次执行N次测距,每次测距的出射激光延迟不同时间,得到N(N≥1且N为整数)个不同的测距值;由于激光雷达系统通过出射激光的飞行时间计算目标物的距离,因此出射激光的飞行时间可以直接换算为距离;每次测距的出射激光延迟不同时间,相当于出射激光发射后飞行不同的距离再射向校准盒子,得到N个不同实际值所对应的测距值;每次测距的实际值为延迟时间对应的距离与校准盒子长度之和;从而无需真正改变激光雷达系统与目标物的实际空间距离,即可模拟激光雷达系统与目标物之间的不同距离。随着延迟时间的增加,模拟的实际值也随之增加。延迟时间可以通过延迟线实现,延迟不同时间可以使出射激光通过长度不同的延迟线。由于误差导致每次测距得到的测距值相与其对应的实际值存在一定的差别,并不完全相等;因此,根据N个测距值与对应的实际值的差别可以得到N个校准矩阵。Specifically, the lidar system emits the outgoing laser, and receives the echoed laser that is reflected by the target object, and calculates the distance measurement value based on the time difference between the time of emitting the outgoing laser and the time of receiving the echoed laser. The lidar system can be a Flash lidar system or other lidar systems, such as phased array lidar systems, multi-line lidar systems, MEMS lidar systems, etc. After the outgoing laser is projected into the calibration box and projected to the target, the target will reflect the echo laser. The laser radar system receives the echo laser, and calculates the distance measurement value between the laser radar system and the target. A calibration of the lidar system. During the calibration process, both the outgoing laser and echo laser propagate in the calibration box. The calibration box is used to establish the calibration environment. Therefore, the above-mentioned lidar system ranging is carried out in the calibration environment, which reduces the influence of environmental factors. For example, The calibration box can shield the ambient light and so on. In this embodiment, the lidar system uses the calibration box to perform N ranges in sequence, and the emitted laser of each range is delayed by a different time, and N (N≥1 and N is an integer) different range values are obtained; due to the laser The radar system calculates the distance of the target object by the flight time of the emitted laser, so the flight time of the emitted laser can be directly converted into the distance; the emitted laser of each range measurement is delayed by a different time, which is equivalent to flying a different distance and then shooting direction after the emitted laser is emitted Calibrate the box to get the distance measurement values corresponding to N different actual values; the actual value of each distance measurement is the sum of the distance corresponding to the delay time and the length of the calibration box; so there is no need to really change the actual spatial distance between the lidar system and the target , You can simulate the different distances between the lidar system and the target. As the delay time increases, the actual value of the simulation also increases. The delay time can be realized by the delay line, and the different delay time can make the outgoing laser pass through the delay line of different length. Due to the error, the distance measurement value obtained from each distance measurement has a certain difference with its corresponding actual value, which is not completely equal; therefore, N calibration matrices can be obtained according to the difference between the N distance measurement values and the corresponding actual values.
步骤S140,获取测量值的校准矩阵,对测量值进行校准补偿。Step S140: Obtain a calibration matrix of the measured value, and perform calibration compensation on the measured value.
需要区分的是,测量值指的是激光雷达系统在实际应用时进行测距的过程中得到的目标物的测距距离,测距值指的是激光雷达系统在进行N次测距得到校准矩阵的标定过程中得到的目标物的测距距离;标定过程需要在校准盒子内进行。What needs to be distinguished is that the measured value refers to the range measurement distance of the target obtained during the range measurement process of the lidar system in actual application, and the range measurement value refers to the calibration matrix obtained by the lidar system during N times of range measurement. The ranging distance of the target obtained during the calibration process; the calibration process needs to be carried out in the calibration box.
通过测量值对应的校准矩阵,对测量值进行校准补偿,校正测量值中的误差,使测量值更加接近对应的实际值,从而提高激光雷达系统的测距准确率。Through the calibration matrix corresponding to the measured value, the measured value is calibrated and compensated, the error in the measured value is corrected, and the measured value is closer to the corresponding actual value, thereby improving the ranging accuracy of the lidar system.
上述激光雷达系统的校准方法通过将多次测距的出射激光延迟不同时间,以模拟激光雷达系统与目标物之间不同距离的实际值,从而可以得到N个不 同距离的实际值所对应的测距值,进而得到N个校准矩阵;并根据校准矩阵对实际应用中的测量值进行校准;进而提高激光雷达系统在实际应用中得到的测量值的准确性。在获取校准矩阵的过程中,无需改变激光雷达系统与目标物距离的实际值,故也并不需要庞大的滑轨及较大的标定空间,所需资源消耗较小且操作过程更加简单;并且由于激光雷达系统与目标物距离的实际值包括延迟时间对应的距离和校准盒子的长度,出射激光并未实际飞过相同距离的空间,环境对出射激光和回波激光的干扰和损耗少,故即使是在激光雷达系统的探测距离较远时,仍然能够通过模拟距离的实际值进行准确测距,从而获得准确的校准矩阵,提高测量值校准的准确率。The calibration method of the lidar system mentioned above delays the emitted lasers of multiple ranging for different times to simulate the actual value of the different distances between the lidar system and the target, so that the measurement corresponding to the actual values of N different distances can be obtained. Distance value, and then obtain N calibration matrices; and according to the calibration matrix to calibrate the measured values in practical applications; thereby improving the accuracy of the measured values obtained by the lidar system in practical applications. In the process of obtaining the calibration matrix, there is no need to change the actual value of the distance between the lidar system and the target, so there is no need for a huge slide rail and a larger calibration space, the required resource consumption is less, and the operation process is simpler; and Since the actual value of the distance between the lidar system and the target includes the distance corresponding to the delay time and the length of the calibration box, the outgoing laser does not actually fly through the space of the same distance, and the environment has little interference and loss of the outgoing laser and echo laser, so Even when the detection distance of the lidar system is long, it can still accurately measure the distance by simulating the actual value of the distance, so as to obtain an accurate calibration matrix and improve the accuracy of the measurement value calibration.
在其中一个实施例中,激光雷达系统设置于校准盒子一端,目标物设置于校准盒子的另一端,激光雷达系统发射的出射激光经过延迟线延迟一段时间后从校准盒子的一端射入,射向校准盒子另一端的目标物上,并被目标物反射后返回回波激光,回波激光由激光雷达系统接收。In one of the embodiments, the lidar system is set at one end of the calibration box, and the target is set at the other end of the calibration box. The outgoing laser emitted by the lidar system is delayed by a delay line for a period of time and then enters from one end of the calibration box, and shoots toward The target on the other end of the calibration box is reflected by the target and returns to the echo laser, which is received by the lidar system.
校准盒子外表面设为黑色以屏蔽环境光,其内部设有吸光材料,以减少出射激光在校准盒子的内表面多次反射对回波激光造成的干扰。如此,利用校准盒子建立标定环境,使得激光雷达系统进行标定的过程中避免了环境因素的干扰。校准盒子的形状、结构、尺寸等可以根据实际需要进行设置。The outer surface of the calibration box is set to black to shield the ambient light, and there is a light-absorbing material inside to reduce the interference of the echo laser caused by multiple reflections of the outgoing laser on the inner surface of the calibration box. In this way, the calibration box is used to establish the calibration environment, so that the interference of environmental factors is avoided during the calibration process of the lidar system. The shape, structure, and size of the calibration box can be set according to actual needs.
示例性的,参见图2,校准盒子210包括第一面212和与其相对的第二面214。其中,目标物220设置于第一面212,激光雷达系统230设置于第二面214,即激光雷达系统230设置于校准盒子210一端,目标物220设置于校准盒子210另一端。第二面214上开设有通孔,目标物220与通孔相对设置,激光雷达系统发射的出射激光通过校准盒子210的通孔射入校准盒子210并射向校准盒子210内部的目标物220上。通孔的大小可以根据激光雷达系统230的发射端光学镜头的口径大小进行设计。Exemplarily, referring to FIG. 2, the calibration box 210 includes a first surface 212 and a second surface 214 opposite thereto. The target 220 is disposed on the first surface 212 and the lidar system 230 is disposed on the second surface 214. That is, the lidar system 230 is disposed on one end of the calibration box 210, and the target 220 is disposed on the other end of the calibration box 210. A through hole is opened on the second surface 214, and the target 220 is arranged opposite to the through hole. The laser beam emitted by the laser radar system enters the calibration box 210 through the through hole of the calibration box 210 and is directed to the target 220 inside the calibration box 210. . The size of the through hole can be designed according to the aperture size of the optical lens at the transmitting end of the lidar system 230.
在其中一个实施例中,目标物220的数量为至少1个;当目标物220的数量大于1个时,各目标物220的反射率不同;调换校准盒子210中的目标物220,能够对不同反射率的物体进行标定。例如,将已知反射率的白纸作为 目标物220粘附于第一面212上,经过N次测距,得到目标物220的N个校准矩阵;需要对不同反射率的目标物220的测量值进行校准补偿时,只需替换为另一反射率的目标物220即可,操作方便。In one of the embodiments, the number of the target 220 is at least one; when the number of the target 220 is greater than one, the reflectivity of each target 220 is different; the target 220 in the calibration box 210 can be exchanged for different Reflectivity objects are calibrated. For example, a white paper with known reflectivity is attached to the first surface 212 as the target 220, and N calibration matrices of the target 220 are obtained after N times of distance measurement; the measurement of the target 220 with different reflectivity is required When the value is calibrated and compensated, it is only necessary to replace it with another reflectance target 220, which is easy to operate.
具体的,激光雷达系统230包括发射装置232和接收装置234。校准盒子210与激光雷达系统230的连接处设有合适的结合结构,以便发射装置232发射的出射激光能够进入校准盒子210到达目标物220,被目标物220反射后返回的回波激光能够被接收装置234接收。具体的,如图2所示,校准盒子210的第二面214开设的通孔,发射装置232对准通孔设置,发射装置232发射的出射激光穿过通孔进入校准盒子210;校准盒子210内部设置有光路管道216,接收装置234设置于光路管道216的末端,回波激光在传播过程中穿过光路管道216并最终被接收装置234接收。其中,回波激光可以在光路管道216中进行多次反射后被接收装置234接收,也可以从目标物220反射后直接穿过光路管道216并被接收装置234接收。可选的,光路管道216为黑色塑料管,其长度可以是校准盒子210的长度距离的1/2、2/3、3/4等,根据需要设置即可。Specifically, the lidar system 230 includes a transmitting device 232 and a receiving device 234. The connection between the calibration box 210 and the lidar system 230 is provided with a suitable combination structure, so that the outgoing laser emitted by the transmitter 232 can enter the calibration box 210 to reach the target 220, and the echo laser returned after being reflected by the target 220 can be received The device 234 receives. Specifically, as shown in FIG. 2, the second side 214 of the calibration box 210 has a through hole, the launching device 232 is aligned with the through hole, and the outgoing laser emitted by the launching device 232 enters the calibration box 210 through the through hole; the calibration box 210 A light path pipe 216 is arranged inside, and a receiving device 234 is arranged at the end of the light path pipe 216. The echo laser passes through the light path pipe 216 during propagation and is finally received by the receiving device 234. Wherein, the echo laser can be received by the receiving device 234 after being reflected multiple times in the light path pipe 216, or it can be reflected from the target 220 and directly pass through the light path pipe 216 and be received by the receiving device 234. Optionally, the light path pipe 216 is a black plastic pipe, and its length can be 1/2, 2/3, 3/4, etc. of the length of the calibration box 210, and it can be set as required.
其中,发射装置232和接收装置234可以为上下并排、左右并排或是发射装置232环绕接收装置234排列等多种排列方式。第二面214上通孔开设的位置需与发射装置232相匹配,确保发射装置232发射的出射激光中有足够的光子不被阻挡的到达校准盒子210的尾端,即校准盒子210内的目标物220处。需要说明的是,若发射装置232发射的出射激光对准特定角度方向,校准盒子210的设计无需按照特定角度方向延拓尺寸,因为对测量值的校准补偿与激光雷达系统230的视场角无关,因此也可以按照发射装置232的光源数量,另外单独设计一套用于标定的发射装置232;例如,将发射装置232的光源全部安装于同一平面上。Among them, the transmitting device 232 and the receiving device 234 may be arranged side by side up and down, side by side, or the transmitting device 232 arranged around the receiving device 234. The opening position of the through hole on the second surface 214 needs to match the emitting device 232 to ensure that enough photons in the emitted laser light emitted by the emitting device 232 reach the end of the calibration box 210 without being blocked, that is, the target in the calibration box 210 220 places. It should be noted that if the outgoing laser emitted by the transmitter 232 is aligned with a specific angle direction, the design of the calibration box 210 does not need to extend the size according to the specific angle direction, because the calibration compensation of the measured value has nothing to do with the field of view angle of the lidar system 230 Therefore, it is also possible to separately design a set of emission devices 232 for calibration according to the number of light sources of the emission devices 232; for example, all the light sources of the emission devices 232 are installed on the same plane.
上述对校准盒子210和激光雷达系统230的相关限定仅作为其中一个参考性实施例,本申请并不对校准盒子210的内部结构及激光雷达系统230作特别的限制,但需要确保激光雷达系统230的出射激光中能够有足够的光子 不被阻挡地到达位于第一面212上的目标物220上,以及激光雷达系统230能够接收到目标物220反射的回波激光的足够光子。The above-mentioned limitation on the calibration box 210 and the lidar system 230 is only one of the reference examples. This application does not impose any special restrictions on the internal structure of the calibration box 210 and the lidar system 230, but it is necessary to ensure the lidar system 230 There are enough photons in the outgoing laser light to reach the target 220 on the first surface 212 without being blocked, and the lidar system 230 can receive enough photons of the echo laser reflected by the target 220.
图3为一实施例中的激光雷达系统的校准方法的具体流程图。如图3所示,步骤S120,激光雷达系统利用校准盒子依次执行N次测距,每次测距的出射激光延迟不同时间,得到N个不同距离处的测距值,并根据测距值与对应的实际值的差别得到N个校准矩阵,包括:步骤S320,激光雷达系统依次执行N次测距,第i次测距的出射激光经过(i-1)次延迟线后射向校准盒子,得到(i-1)*L+K距离处的测距值,并根据测距值与(i-1)*L+K的差值得到校准矩阵。其中,i=1,2,…,N,L为延迟线对应的距离,K为校准盒子的长度距离。Fig. 3 is a specific flow chart of a method for calibrating a lidar system in an embodiment. As shown in Figure 3, in step S120, the lidar system uses the calibration box to perform N range finding times in sequence, and the outgoing laser of each range finding is delayed by a different time to obtain N range finding values at different distances, and according to the range finding value and The difference of the corresponding actual values obtains N calibration matrices, including: step S320, the lidar system executes N range finding in sequence, the outgoing laser of the i-th range finding passes through (i-1) delay lines and then shoots to the calibration box, Obtain the distance measurement value at the distance of (i-1)*L+K, and obtain the calibration matrix according to the difference between the distance measurement value and (i-1)*L+K. Among them, i=1, 2,...,N, L is the distance corresponding to the delay line, and K is the length of the calibration box.
计算校准矩阵时,根据测距值与(i-1)*L+K的差值得到校准矩阵。示例性的,激光雷达系统230对同一个距离的实际值进行多次标定,以得到同一个距离的实际值对应的多个测距值;分别计算这些测距值与实际值的差值,并计算这些差值的平均值以作为校准矩阵;以此提高获得的校准矩阵的准确性。When calculating the calibration matrix, the calibration matrix is obtained according to the difference between the ranging value and (i-1)*L+K. Exemplarily, the lidar system 230 performs multiple calibrations on the actual value of the same distance to obtain multiple ranging values corresponding to the actual value of the same distance; respectively calculate the difference between these ranging value and the actual value, and The average value of these differences is calculated as the calibration matrix; this improves the accuracy of the obtained calibration matrix.
延迟线对应的距离L越小,在激光雷达系统230的量程内的N次测距的实际值之间的差值越小(即N次测距的实际值步长越小),得到的校准矩阵越多,对激光雷达系统230的测量值的校准越精确。The smaller the distance L corresponding to the delay line, the smaller the difference between the actual values of the N times of ranging within the range of the lidar system 230 (that is, the smaller the actual value step of the N times of ranging), and the resulting calibration The more matrices, the more accurate the calibration of the measurement value of the lidar system 230.
在其中一个实施例中,校准盒子的长度距离K可以等于延迟线对应的距离L。第i次测距的出射激光经过(i-1)次延迟线后射向校准盒子,得到i*L距离处的测距值,并根据测距值与i*L的差值得到校准矩阵。简化得到校准矩阵的计算过程,减少运算量,提高标定效率。In one of the embodiments, the length distance K of the calibration box may be equal to the distance L corresponding to the delay line. The outgoing laser from the i-th distance measurement passes through the (i-1) delay line and then hits the calibration box to obtain the distance measurement value at the distance i*L, and obtain the calibration matrix according to the difference between the distance measurement value and i*L. Simplify the calculation process of obtaining the calibration matrix, reduce the amount of calculation, and improve the calibration efficiency.
需要说明的是,如图2所示,发射装置232和接收装置234不位于相同位置,出射激光与回波激光的光路不同轴,光路之间有一定的夹角。发射装置232的出光面到目标物220上,以及回波激光在目标物220到接收装置234的收光面的距离和,为光子在校准盒子210内实际传播的距离。为了简化上述校准矩阵的计算过程,光子在校准盒子210内实际传播的距离的一半等于 延迟线对应的距离L,此时校准盒子的长度距离K不等于延迟线对应的距离L。但K和L的差值往往很小,为了简化标定装置,通常设置为校准盒子的长度距离K等于延迟线对应的距离L。It should be noted that, as shown in FIG. 2, the transmitting device 232 and the receiving device 234 are not located at the same position, and the optical paths of the outgoing laser and the echo laser are not on the same axis, and there is a certain angle between the optical paths. The sum of the distance between the light-emitting surface of the transmitting device 232 and the target 220 and the distance of the echo laser from the target 220 to the light-receiving surface of the receiving device 234 is the actual distance traveled by photons in the calibration box 210. In order to simplify the calculation process of the above calibration matrix, half of the actual distance traveled by the photon in the calibration box 210 is equal to the distance L corresponding to the delay line. At this time, the length of the calibration box is not equal to the distance L corresponding to the delay line. However, the difference between K and L is often very small. In order to simplify the calibration device, it is usually set as the length of the calibration box and the distance K is equal to the distance L corresponding to the delay line.
具体的,参见图4,激光雷达系统230中包括发射装置232、接收装置234、延迟线235和时钟装置236;时钟装置236发送时钟信号给延迟线235和接收装置234;延迟线235根据第i次测距所需的延迟时间延迟后,再发送时钟信号给发射装置232;发射装置232接收到延迟线发送的时钟信号,发射出射激光。出射激光进入校准盒子后,被目标物220反射后返回回波激光。回波激光由接收装置234接收,接收装置234根据时钟装置236发送的时钟信号解算出发射和接收之间的时间差,从而计算出测距值。延迟线235包括N个时延量τ,时延量τ=L/c,其中,c为光速;时钟信号发送至延迟线235后,第i次测距需要延迟时间(i-1)*τ,将时钟信号延迟后向外输出;延迟线内包括N个延时块237和选通器238,每个延时块237延迟一个时延量τ,延迟时间τ,……,N*τ的时钟信号均送至选通器238,选通器238根据当前测距所需延迟时间选择输出相应的延迟时间(i-1)*τ。例如,第5次测距,延迟线延迟时间4τ,对应的测距的实际值为4L+K,得到第五次的测距值后与实际值进行比较。若校准盒子的长度距离K等于延迟线对应的距离L,第5次测距的实际值为5L。发射装置232包括发射驱动2322和发射器2324,发射驱动2322接收到时钟信号后,发送驱动信号给发射器2324,驱动发射器2324向外发射出射激光。本实施例中在标定的过程中无需增加激光雷达系统230与目标物220之间的距离,只需要增加延迟时间即可。Specifically, referring to FIG. 4, the lidar system 230 includes a transmitting device 232, a receiving device 234, a delay line 235, and a clock device 236; the clock device 236 sends a clock signal to the delay line 235 and the receiving device 234; the delay line 235 is based on the i-th After the delay time required for the second ranging is delayed, the clock signal is sent to the transmitter 232; the transmitter 232 receives the clock signal sent by the delay line, and emits the laser. After the outgoing laser enters the calibration box, it is reflected by the target 220 and then returns to the echo laser. The echo laser is received by the receiving device 234, and the receiving device 234 calculates the time difference between transmission and reception according to the clock signal sent by the clock device 236, thereby calculating the ranging value. The delay line 235 includes N delay quantities τ, the delay quantity τ=L/c, where c is the speed of light; after the clock signal is sent to the delay line 235, the i-th ranging requires a delay time (i-1)*τ , The clock signal is delayed and then output outward; the delay line includes N delay blocks 237 and gates 238, each delay block 237 is delayed by a delay amount τ, delay time τ,..., N*τ The clock signals are all sent to the gate 238, and the gate 238 selects and outputs the corresponding delay time (i-1)*τ according to the delay time required for the current ranging. For example, for the fifth ranging, the delay line delay time is 4τ, and the corresponding actual ranging value is 4L+K. After obtaining the fifth ranging value, compare it with the actual value. If the length distance K of the calibration box is equal to the distance L corresponding to the delay line, the actual value of the fifth distance measurement is 5L. The transmitter 232 includes a transmitter driver 2322 and a transmitter 2324. After the transmitter driver 2322 receives the clock signal, it sends a driving signal to the transmitter 2324, which drives the transmitter 2324 to emit laser light. In this embodiment, there is no need to increase the distance between the lidar system 230 and the target 220 during the calibration process, only the delay time needs to be increased.
进一步的,参见图3,步骤S140,获取测量值的校准矩阵,对测量值进行校准补偿,包括:Further, referring to FIG. 3, step S140, obtaining a calibration matrix of the measurement value, and performing calibration compensation on the measurement value, includes:
步骤S342,当测量值M≤(N-1)*L+K时,采用测量值对应的校准矩阵对测量值进行校准补偿。In step S342, when the measured value M≤(N-1)*L+K, the calibration matrix corresponding to the measured value is used to calibrate and compensate the measured value.
当测量值在标定过程的量程范围内时,可以直接获取测量值对应的校准矩阵。When the measured value is within the range of the calibration process, the calibration matrix corresponding to the measured value can be directly obtained.
具体的,参见图5,步骤S342包括:Specifically, referring to FIG. 5, step S342 includes:
步骤S510,根据N次测距的测距值及对应的校准矩阵拟合生成校准曲线。In step S510, a calibration curve is generated by fitting the distance measurement values of the N times of distance measurement and the corresponding calibration matrix.
在其中一个实施例中,参见图6,将标定过程中的N次测距的测距值及对应的校准矩阵进行拟合得到校准曲线。以校准矩阵为Y轴,以测量值为X轴建立坐标系,并将标定过程中的N个测距值(对应为X轴)与对应的校准矩阵绘于坐标系中,坐标系上会形成一些离散的点。将这些离散的点进行拟合得到平滑连贯的校准曲线。具体的,可以采用最小二乘法进行拟合。根据校准曲线,可以得到量程范围内任意测量值所对应的校准矩阵。In one of the embodiments, referring to FIG. 6, the distance measurement values of N times of distance measurement and the corresponding calibration matrix in the calibration process are fitted to obtain a calibration curve. Use the calibration matrix as the Y axis and the measured value as the X axis to establish a coordinate system, and draw the N distance measurement values (corresponding to the X axis) during the calibration process and the corresponding calibration matrix in the coordinate system, which will be formed on the coordinate system Some discrete points. Fit these discrete points to get a smooth and coherent calibration curve. Specifically, the least squares method can be used for fitting. According to the calibration curve, the calibration matrix corresponding to any measured value within the range can be obtained.
步骤S520,根据校准曲线,获取测量值对应的校准矩阵。Step S520: Obtain a calibration matrix corresponding to the measured value according to the calibration curve.
步骤S530,采用获取的校准矩阵对测量值进行校准补偿。In step S530, the obtained calibration matrix is used to calibrate and compensate the measured value.
通过校准曲线,输入量程范围内的测量值,即可得到对应的校准矩阵。采用获取的校准矩阵对测量值进行校准补偿。例如,可以将测量值与对应的校准矩阵求和,从而得到校准后的测量值。Through the calibration curve, input the measurement value within the range to get the corresponding calibration matrix. The obtained calibration matrix is used to calibrate and compensate the measured value. For example, the measurement value can be summed with the corresponding calibration matrix to obtain the calibrated measurement value.
步骤S344,当测量值M>(N-1)*L+K时,采用指定测距值对应的校准矩阵对测量值进行校准补偿。In step S344, when the measured value M>(N-1)*L+K, the calibration matrix corresponding to the designated distance measurement value is used to calibrate and compensate the measured value.
当测量值超过标定过程的量程范围时,可以调用测量值对应的指定测距值对应的校准矩阵。由于硬件设计的复杂度、校准盒子的尺寸、标定成本等因素,延迟线对应的距离L和标定的测距次数N无法设置为很大,因此激光雷达系统在实际应用时测距的过程中,探测距离有可能大于标定的量程。When the measurement value exceeds the range of the calibration process, the calibration matrix corresponding to the specified distance measurement value corresponding to the measurement value can be called. Due to the complexity of the hardware design, the size of the calibration box, the cost of calibration and other factors, the distance L corresponding to the delay line and the number of calibrations N cannot be set to be very large. Therefore, in the actual application of the lidar system, the distance L The detection distance may be greater than the calibrated range.
具体的,参见图7,步骤S344包括:Specifically, referring to FIG. 7, step S344 includes:
步骤S710,根据测量值获取指定测距值。Step S710: Obtain a specified distance measurement value according to the measurement value.
测量值对应的指定测距值的计算式为:The calculation formula of the specified ranging value corresponding to the measured value is:
X=M%[(N-1)*L+K]X=M%[(N-1)*L+K]
其中,X为指定测距值,%为取余运算。Among them, X is the designated ranging value, and% is the remainder operation.
利用该公式计算得到的指定测距值X在标定量程范围内,即X≤(N-1)*L+K。The specified distance measurement value X calculated by this formula is within the range of the calibration range, that is, X≤(N-1)*L+K.
步骤S720,获取指定测距值对应的校准矩阵。Step S720: Obtain a calibration matrix corresponding to the specified distance measurement value.
由于指定测距值在标定过程的量程范围内,可以调用标定过程获得的N个校准矩阵,获取校准矩阵的方法可以有多种。示例性的,可以通过校准曲线得到指定测距值X对应的校准矩阵。Since the specified ranging value is within the range of the calibration process, the N calibration matrices obtained in the calibration process can be called, and there are many ways to obtain the calibration matrix. Exemplarily, the calibration matrix corresponding to the specified distance measurement value X can be obtained from the calibration curve.
步骤S730,采用获取的校准矩阵对测量值进行校准补偿。In step S730, the obtained calibration matrix is used to calibrate and compensate the measured value.
调用指定测距值X对应的校准矩阵,并利用获取的校准矩阵对测量值进行校准补偿。Call the calibration matrix corresponding to the specified distance measurement value X, and use the obtained calibration matrix to calibrate and compensate the measured value.
通过调用指定测距值对应的校准矩阵对超过标定量程的测量值进行校准补偿,能够简化标定过程的硬件设置、控制校准盒子的尺寸和测距次数,简化标定过程,成本可控。By calling the calibration matrix corresponding to the specified ranging value to calibrate and compensate the measurement value exceeding the calibration range, the hardware setting of the calibration process can be simplified, the size of the calibration box and the number of ranging can be controlled, the calibration process is simplified, and the cost is controllable.
进一步的,获取指定测距值对应的校准矩阵的方法,还可以是:当指定测距值为X=(j-1)*L+K时,测距值对应的校准矩阵即为指定测距值对应的校准矩阵;当指定测距值X满足(j-1)*L+K<X<j*L+K时,通过拟合(j-1)*L+K距离处的校准矩阵和j*L+K距离处的校准矩阵,获取指定测距值对应的校准矩阵。其中j=1,2,…,N。Further, the method of obtaining the calibration matrix corresponding to the specified distance measurement value may also be: when the specified distance measurement value is X=(j-1)*L+K, the calibration matrix corresponding to the distance measurement value is the specified distance measurement The calibration matrix corresponding to the value; when the specified ranging value X satisfies (j-1)*L+K<X<j*L+K, by fitting the calibration matrix at the distance of (j-1)*L+K and The calibration matrix at the distance of j*L+K to obtain the calibration matrix corresponding to the specified distance measurement value. Where j = 1, 2, ..., N.
由于标定过程中的N次测距,在测量值-校准矩阵的坐标系中得到的是N个离散的点;因此,当指定测距值X等于标定过程中的测距值时,直接调用测距值标定过程中得到的校准矩阵即可;当指定测距值X在标定过程中的两个相邻的测距值之间时,可以通过拟合的方式,获取对应的校准矩阵;可选的,可以通过线性差值拟合相邻的两个测距值所对应的坐标系中的点。Due to the N times of ranging in the calibration process, N discrete points are obtained in the coordinate system of the measurement value-calibration matrix; therefore, when the specified ranging value X is equal to the ranging value in the calibration process, the measurement is directly called The calibration matrix obtained during the distance calibration process is sufficient; when the specified distance measurement value X is between two adjacent distance measurement values in the calibration process, the corresponding calibration matrix can be obtained by fitting; optional Yes, the points in the coordinate system corresponding to the two adjacent distance measurement values can be fitted by linear difference.
本实施例中,测量值在标定量程范围内或范围外,均能够准确获取校准矩阵对测量值进行校准补偿,有效提高了激光雷达系统测量值的准确性;同时,对测量值的校准补偿不受标定过程的量程限制,测量值较大时也能够对其进行有效的校准补偿,保证探测的准确率;另外,在标定量程外的测量值可以利用标定量程内的指定测距值对应的校准矩阵进行校准补偿,故在标定过程中也并不需要无限增加标定次数N,标定过程更加简单,成本更低。In this embodiment, if the measured value is within or outside the calibration range, the calibration matrix can be accurately obtained to calibrate and compensate the measured value, which effectively improves the accuracy of the measured value of the lidar system; at the same time, the calibration compensation of the measured value is not Limited by the range of the calibration process, it can be effectively calibrated and compensated even when the measured value is large to ensure the accuracy of detection; in addition, the measurement value outside the calibration range can be calibrated corresponding to the specified range value in the calibration range The matrix is calibrated and compensated, so there is no need to increase the number of calibrations N indefinitely during the calibration process, the calibration process is simpler and the cost is lower.
在其中一个实施例中,如图8所示,图8为激光雷达系统的校准方法的流程图。激光雷达系统的校准方法除了包括上述步骤S120和步骤S140,还 可以包括步骤S110、步骤S150至步骤S160。In one of the embodiments, as shown in FIG. 8, FIG. 8 is a flowchart of a calibration method of a lidar system. In addition to the steps S120 and S140 described above, the calibration method of the lidar system may also include step S110, step S150 to step S160.
步骤S110,预热激光雷达系统。Step S110, preheat the lidar system.
例如,可以先将激光雷达系统打开进行预标定,但此时的标定数据作废,后续步骤中并不会用到,也可以仅将激光雷达系统开机,但不进行标定。由于,激光雷达系统的发射装置发射的出射激光的特性与其温度有很大关系;发射装置工作的初始阶段,随着工作时间增加温度会不断上升,此时出射激光的特性也是随温度上升不断变化;发射装置工作一段时间后,温度达到平衡,此时出射激光的特性也达到稳定。因此,对激光雷达系统进行预热,能使发射装置达到稳定的状态,从而提高标定过程得到的校准矩阵的准确率。For example, you can turn on the lidar system for pre-calibration first, but the calibration data at this time is invalid, and will not be used in the subsequent steps, or you can just turn on the lidar system without calibration. Because the characteristics of the outgoing laser emitted by the launcher of the lidar system have a lot to do with its temperature; in the initial stage of the operation of the emitting device, the temperature will continue to rise as the working time increases. At this time, the characteristics of the outgoing laser are also constantly changing with the increase in temperature. ; After the launcher works for a period of time, the temperature reaches equilibrium, and the characteristics of the emitted laser are also stable. Therefore, preheating the lidar system can enable the transmitter to reach a stable state, thereby improving the accuracy of the calibration matrix obtained during the calibration process.
步骤S150,根据激光雷达系统的温度获取温度补偿系数。Step S150: Obtain a temperature compensation coefficient according to the temperature of the lidar system.
步骤S160,将温度补偿系数校准补偿测量值。In step S160, the temperature compensation coefficient is calibrated to compensate the measured value.
具体的,在激光雷达系统的实际应用时的测距过程中,由于周围环境的不同,激光雷达系统的工作温度也有所波动,故在对测量值进行校准补偿时也需要考虑温度因素的影响。通过经验,能够获取激光雷达系统的温度对应的温度补偿系数;激光雷达系统能够通过查表的方式,获取对应的温度补偿系数。可以通过在激光雷达系统内设置温度传感器获取激光雷达系统的温度,温度传感器可以设置在发射装置、接收装置、控制装置、激光雷达系统壳体内的空隙处等中的一个或多个位置。将经过校准矩阵校准补偿后的补偿测量值,再乘以温度补偿系数,即可得到输出值。本实施例中通过引入温度补偿系数对测量值进行进一步修正,提高校准精度,提高激光雷达系统的测量值的准确率。Specifically, in the ranging process during the actual application of the lidar system, the operating temperature of the lidar system fluctuates due to the difference in the surrounding environment. Therefore, the influence of the temperature factor needs to be considered when calibrating and compensating the measured value. Through experience, the temperature compensation coefficient corresponding to the temperature of the lidar system can be obtained; the lidar system can obtain the corresponding temperature compensation coefficient by looking up the table. The temperature of the lidar system can be obtained by installing a temperature sensor in the lidar system. The temperature sensor can be arranged at one or more positions of the transmitting device, the receiving device, the control device, the gap in the lidar system housing, and so on. The output value can be obtained by multiplying the compensation measurement value after calibration and compensation by the calibration matrix by the temperature compensation coefficient. In this embodiment, the temperature compensation coefficient is introduced to further correct the measured value, which improves the calibration accuracy and improves the accuracy of the measured value of the lidar system.
在其中一个实施例中,在标定过程中,通过硬件系统控制激光雷达系统的出射激光的功率,使出射激光的功率随延迟的时间增加而减小。In one of the embodiments, during the calibration process, the power of the emitted laser of the lidar system is controlled by the hardware system, so that the power of the emitted laser decreases as the delay time increases.
实际测距场景中,由于出射激光在环境中飞行会有无法避免的损耗。本实施例中,通过使出射激光的功率随飞行距离的增加逐步减弱,模拟实际应用场景出射激光和回波激光中的光子的能量损耗情况,使标定过程与实际测距场景更接近,提高获取的校准矩阵的准确性,提高对测量值校准的准确率。 示例性的,出射激光的功率与延迟的时间为负二次幂关系;由于标定过程中,距离的实际值与延迟时间有关,随延迟时间的增加而增加,出射激光的功率随飞行距离的增加而减小,符合实际测距场景中的能量损耗规律,提高获取的校准矩阵的准确性,提高对测量值校准的准确率。In the actual ranging scenario, there will be unavoidable loss due to the emitted laser flying in the environment. In this embodiment, the power of the emitted laser is gradually reduced as the flight distance increases, and the energy loss of the photons in the emitted laser and echo laser in the actual application scenario is simulated, so that the calibration process is closer to the actual ranging scenario, and the acquisition is improved. The accuracy of the calibration matrix improves the accuracy of the calibration of the measured value. Exemplarily, the power of the emitted laser and the delay time are in a negative quadratic relationship; since the actual value of the distance is related to the delay time during the calibration process, it increases with the increase of the delay time, and the power of the emitted laser increases with the flight distance. The reduction is in accordance with the law of energy loss in the actual ranging scenario, the accuracy of the obtained calibration matrix is improved, and the accuracy of the calibration of the measured value is improved.
本申请还提供一种激光雷达系统的校准装置。图9为一实施例中的激光雷达系统的校准装置的结构框图。如图9所示,激光雷达系统的校准装置900包括处理模块910和校准模块920,用于实现前述激光雷达系统的校准方法。The application also provides a calibration device for the lidar system. Fig. 9 is a structural block diagram of a calibration device of a lidar system in an embodiment. As shown in FIG. 9, the calibration device 900 of the lidar system includes a processing module 910 and a calibration module 920, which are used to implement the aforementioned calibration method of the lidar system.
处理模块910用于控制激光雷达系统利用校准盒子依次执行N次测距,每次测距的出射激光延迟不同时间,得到N个不同距离处的测距值,并根据测距值与对应的实际值的差别得到N个校准矩阵;其中N≥1且N为整数。The processing module 910 is used to control the lidar system to use the calibration box to perform N range measurements in sequence. The emitted laser of each range measurement is delayed by a different time to obtain the range measurement values at N different distances, and according to the range measurement value and the corresponding actual The difference in value results in N calibration matrices; where N≥1 and N is an integer.
校准模块920用于获取测量值的校准矩阵,对测量值进行校准补偿。The calibration module 920 is used to obtain a calibration matrix of the measured value, and perform calibration compensation on the measured value.
上述激光雷达系统的校准装置900包括处理模块910和校准模块920,处理模块910控制激光雷达系统利用校准盒子执行N次测距,通过将多次测距的出射激光延迟不同时间,以模拟激光雷达系统与目标物之间不同距离的实际值,从而可以得到N个不同距离的实际值所对应的测距值,进而根据测距值与对应的实际值的差别得到N个校准矩阵;校准模块920根据校准矩阵对实际应用中的测量值进行校准,进而提高激光雷达系统在实际应用中得到的测量值的准确性。在获取校准矩阵的过程中,无需改变激光雷达系统与目标物距离的实际值,故也并不需要庞大的滑轨及较大的标定空间,所需资源消耗较小且操作过程更加简单;并且由于激光雷达系统与目标物距离的实际值包括延迟时间对应的距离和校准盒子的长度,出射激光并未实际飞过相同距离的空间,环境对出射激光和回波激光的干扰和损耗少,故即使是在激光雷达系统的探测距离较远时,仍然能够通过模拟距离的实际值进行准确测距,从而获得准确的校准矩阵,提高测量值校准的准确率。The calibration device 900 of the lidar system described above includes a processing module 910 and a calibration module 920. The processing module 910 controls the lidar system to use the calibration box to perform N range measurements, and delays the emitted lasers of multiple ranging for different times to simulate lidar The actual values of different distances between the system and the target object, so that the distance measurement values corresponding to the actual values of N different distances can be obtained, and then N calibration matrices are obtained according to the difference between the distance measurement value and the corresponding actual value; calibration module 920 According to the calibration matrix, the measurement value in the actual application is calibrated, thereby improving the accuracy of the measurement value obtained by the lidar system in the actual application. In the process of obtaining the calibration matrix, there is no need to change the actual value of the distance between the lidar system and the target, so there is no need for a huge slide rail and a larger calibration space, the required resource consumption is less, and the operation process is simpler; and Since the actual value of the distance between the lidar system and the target includes the distance corresponding to the delay time and the length of the calibration box, the outgoing laser does not actually fly through the space of the same distance, and the environment has less interference and loss of the outgoing laser and echo laser, so Even when the detection distance of the lidar system is long, it can still accurately measure the distance by simulating the actual value of the distance, so as to obtain an accurate calibration matrix and improve the accuracy of the measurement value calibration.
在其中一个实施例中,校准盒子用于建立标定环境,激光雷达系统设置于校准盒子一端,目标物设置于校准盒子的另一端。处理模块910控制激光雷达系统依次执行N次测距,第i次测距的出射激光经过(i-1)次延迟线后 射向校准盒子,得到(i-1)*L+K距离处的测距值,并根据测距值与(i-1)*L+K的差值得到校准矩阵;其中i=1,2,…,N,L为延迟线对应的距离,K为校准盒子的长度距离。In one of the embodiments, the calibration box is used to establish a calibration environment, the lidar system is set at one end of the calibration box, and the target is set at the other end of the calibration box. The processing module 910 controls the lidar system to perform N ranges in sequence, and the outgoing laser from the i-th range passes through the (i-1) delay line and then shoots to the calibration box to obtain the distance at (i-1)*L+K The distance measurement value, and the calibration matrix is obtained according to the difference between the distance measurement value and (i-1)*L+K; where i=1, 2,...,N, L is the distance corresponding to the delay line, and K is the calibration box Length distance.
在其中一个实施例中,当测量值M≤(N-1)*L+K时,校准模块920采用测量值对应的校准矩阵对测量值进行校准补偿;当测量值M>(N-1)*L+K时,校准模块采用指定测距值对应的校准矩阵对测量值进行校准补偿。In one of the embodiments, when the measured value M≤(N-1)*L+K, the calibration module 920 uses the calibration matrix corresponding to the measured value to calibrate and compensate the measured value; when the measured value M>(N-1) *When L+K, the calibration module uses the calibration matrix corresponding to the specified distance measurement value to calibrate and compensate the measured value.
在其中一个实施例中,当测量值M≤(N-1)*L+K时,校准模块920用于根据N次测距的测距值及对应的校准矩阵拟合生成校准曲线;根据校准曲线,获取测量值对应的校准矩阵;采用获取的校准矩阵对测量值进行校准补偿。In one of the embodiments, when the measured value M≤(N-1)*L+K, the calibration module 920 is configured to generate a calibration curve according to the distance measurement values of N times of distance measurement and the corresponding calibration matrix; Curve, obtain the calibration matrix corresponding to the measured value; use the obtained calibration matrix to calibrate and compensate the measured value.
在其中一个实施例中,当测量值M>(N-1)*L+K时,校准模块920用于根据测量值获取指定测距值;获取指定测距值对应的校准矩阵;采用获取的校准矩阵对测量值进行校准补偿。In one of the embodiments, when the measured value M>(N-1)*L+K, the calibration module 920 is configured to obtain the specified ranging value according to the measured value; obtain the calibration matrix corresponding to the specified ranging value; use the obtained The calibration matrix calibrates and compensates the measured value.
在其中一个实施例中,校准盒子设置有目标物的一端开设有通孔,校准盒子的内部设置有与激光雷达系统相连的光路管道,校准盒子的内表面设置有吸光材料。In one of the embodiments, the end of the calibration box provided with the target is provided with a through hole, the inside of the calibration box is provided with a light path pipe connected to the lidar system, and the inner surface of the calibration box is provided with a light-absorbing material.
在其中一个实施例中,测量值对应的指定测距值的计算式为:In one of the embodiments, the calculation formula of the specified ranging value corresponding to the measured value is:
X=M%[(N-1)*L+K]X=M%[(N-1)*L+K]
其中,X为指定测距值。Among them, X is the designated ranging value.
在其中一个实施例中,当指定测距值为X=(j-1)*L+K时,测距值对应的校准矩阵即为指定测距值对应的校准矩阵;当指定测距值X满足(j-1)*L+K<X<j*L+K时,通过线性插值拟合(j-1)*L+K距离处的校准矩阵和j*L+K距离处的校准矩阵,获取指定测距值对应的校准矩阵;其中j=1,2,…,N。In one of the embodiments, when the specified ranging value is X=(j-1)*L+K, the calibration matrix corresponding to the ranging value is the calibration matrix corresponding to the specified ranging value; when the specified ranging value X When (j-1)*L+K<X<j*L+K is satisfied, the calibration matrix at the distance (j-1)*L+K and the calibration matrix at the distance j*L+K are fitted by linear interpolation , Get the calibration matrix corresponding to the specified distance measurement value; where j=1, 2,...,N.
在其中一个实施例中,延迟线对应的距离L等于校准盒子的长度距离K。In one of the embodiments, the distance L corresponding to the delay line is equal to the length distance K of the calibration box.
在其中一个实施例中,目标物的数量为至少1个;当目标物的数量大于1个时,目标物的反射率不同。In one of the embodiments, the number of the target is at least one; when the number of the target is more than one, the reflectivity of the target is different.
在其中一个实施例中,处理装置910还用于通过硬件系统控制激光雷达系统的出射激光的功率,使出射激光的功率随延迟的时间增加而减小。In one of the embodiments, the processing device 910 is also used to control the power of the laser light emitted by the laser radar system through a hardware system, so that the power of the laser light decreases as the delay time increases.
在其中一个实施例中,出射激光的功率与延迟的时间为负二次幂关系。In one of the embodiments, the power of the emitted laser light and the delay time have a negative power-of-two relationship.
在其中一个实施例中,校准模块920将测量值与对应的校准矩阵求和,得到校准后的测量值。In one of the embodiments, the calibration module 920 sums the measurement value with the corresponding calibration matrix to obtain the calibrated measurement value.
在其中一个实施例中,校准模块920还用于根据激光雷达系统的温度获取温度补偿系数;将温度补偿系数校准补偿测量值。In one of the embodiments, the calibration module 920 is further configured to obtain the temperature compensation coefficient according to the temperature of the lidar system; calibrate the temperature compensation coefficient to compensate the measured value.
在其中一个实施例中,处理模块910还用于预热激光雷达系统。In one of the embodiments, the processing module 910 is also used to preheat the lidar system.
需要说明的是,上述激光雷达系统的校准装置900中各个模块可全部或部分通过软件、硬件及其结合来实现。各模块可以以硬件形式内嵌于或独立于服务器的处理器中,也可以以软件形式存储于服务器的存储器中,以便于处理器调用执行以上各个模块对应的操作。It should be noted that each module in the calibration device 900 of the lidar system described above can be implemented in whole or in part by software, hardware, and a combination thereof. Each module may be embedded in the processor of the server in the form of hardware or independent of the server, or stored in the memory of the server in the form of software, so that the processor can call and execute the operations corresponding to the above modules.
本申请还提供一种测距设备。该测距设备包括存储器和处理器,处理器上存储有可在其上运行的计算机程序。处理器执行计算机程序时实现如上任一实施例中方法的步骤。The application also provides a distance measuring device. The distance measuring device includes a memory and a processor, and a computer program that can run on the processor is stored. The processor implements the steps of the method in any of the above embodiments when the computer program is executed.
本申请还提供一种存储介质,其上存储有计算机程序。该计算机程序被处理器执行时实现如上任一方法的步骤。The application also provides a storage medium on which a computer program is stored. When the computer program is executed by the processor, the steps of any of the above methods are realized.
本领域普通技术人员可以理解实现上述实施例方法中的全部或部分流程,是可以通过计算机程序来指令相关的硬件来完成,所述的计算机程序可存储于一非易失性计算机可读取存储介质中,该计算机程序在执行时,可包括如上述各方法的实施例的流程。其中,本申请所提供的各实施例中所使用的对存储器、存储、数据库或其它介质的任何引用,均可包括非易失性和/或易失性存储器。非易失性存储器可包括只读存储器(ROM)、可编程ROM(PROM)、电可编程ROM(EPROM)、电可擦除可编程ROM(EEPROM)或闪存。易失性存储器可包括随机存取存储器(RAM)或者外部高速缓冲存储器。作为说明而非局限,RAM以多种形式可得,诸如静态RAM(SRAM)、动态RAM(DRAM)、同步DRAM(SDRAM)、双数据率SDRAM(DDRSDRAM)、增强型SDRAM(ESDRAM)、同步链路(Synchlink)DRAM(SLDRAM)、存储器总线(Rambus)直接RAM(RDRAM)、直接存储 器总线动态RAM(DRDRAM)、以及存储器总线动态RAM(RDRAM)等。A person of ordinary skill in the art can understand that all or part of the processes in the above-mentioned embodiment methods can be implemented by instructing relevant hardware through a computer program. The computer program can be stored in a non-volatile computer readable storage. In the medium, when the computer program is executed, it may include the procedures of the above-mentioned method embodiments. Wherein, any reference to memory, storage, database or other media used in the embodiments provided in this application may include non-volatile and/or volatile memory. Non-volatile memory may include read only memory (ROM), programmable ROM (PROM), electrically programmable ROM (EPROM), electrically erasable programmable ROM (EEPROM), or flash memory. Volatile memory may include random access memory (RAM) or external cache memory. As an illustration and not a limitation, RAM is available in many forms, such as static RAM (SRAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), double data rate SDRAM (DDRSDRAM), enhanced SDRAM (ESDRAM), synchronous chain Channel (Synchlink) DRAM (SLDRAM), memory bus (Rambus) direct RAM (RDRAM), direct memory bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM), etc.
可以理解,本案中所有的附图的尺寸不代表实际比例,且仅仅为示意图。It can be understood that the dimensions of all the drawings in this case do not represent actual proportions, and are merely schematic diagrams.
以上所述实施例的各技术特征可以进行任意的组合,为使描述简洁,未对上述实施例中的各个技术特征所有可能的组合都进行描述,然而,只要这些技术特征的组合不存在矛盾,都应当认为是本说明书记载的范围。The technical features of the above-mentioned embodiments can be combined arbitrarily. In order to make the description concise, all possible combinations of the various technical features in the above-mentioned embodiments are not described. However, as long as there is no contradiction in the combination of these technical features, All should be considered as the scope of this specification.
以上所述实施例仅表达了本申请的几种实施方式,其描述较为具体和详细,但并不能因此而理解为对发明专利范围的限制。应当指出的是,对于本领域的普通技术人员来说,在不脱离本申请构思的前提下,还可以做出若干变形和改进,这些都属于本申请的保护范围。因此,本申请专利的保护范围应以所附权利要求为准。The above-mentioned embodiments only express several implementation manners of the present application, and their description is relatively specific and detailed, but they should not be understood as a limitation on the scope of the invention patent. It should be pointed out that for those of ordinary skill in the art, without departing from the concept of this application, several modifications and improvements can be made, and these all fall within the protection scope of this application. Therefore, the scope of protection of the patent of this application shall be subject to the appended claims.

Claims (20)

  1. 一种激光雷达系统的校准方法,方法步骤如下:A calibration method of lidar system, the method steps are as follows:
    激光雷达系统利用校准盒子依次执行N次测距,每次测距的出射激光延迟不同时间,得到N个不同距离处的测距值,并根据所述测距值与对应的实际值的差别得到N个校准矩阵;其中N≥1且N为整数;The lidar system uses the calibration box to perform N ranges in sequence, and the emitted laser of each range is delayed by a different time to obtain the range values at N different distances, and obtain the range values according to the difference between the range value and the corresponding actual value N calibration matrices; where N≥1 and N is an integer;
    获取测量值的所述校准矩阵,对所述测量值进行校准补偿。The calibration matrix of the measurement value is obtained, and the measurement value is calibrated and compensated.
  2. 根据权利要求1所述的校准方法,其特征在于,所述激光雷达系统设置于所述校准盒子一端,目标物设置于所述校准盒子的另一端,所述激光雷达系统利用校准盒子依次执行N次测距,每次测距的出射激光延迟不同时间,得到N个不同距离处的测距值,并根据所述测距值与对应的实际值的差别得到N个校准矩阵,包括:The calibration method according to claim 1, wherein the lidar system is set at one end of the calibration box, the target is set at the other end of the calibration box, and the lidar system uses the calibration box to execute N In the second ranging, the emitted laser of each ranging is delayed for a different time, and N ranging values at different distances are obtained, and N calibration matrices are obtained according to the difference between the ranging value and the corresponding actual value, including:
    激光雷达系统依次执行N次测距,第i次测距的出射激光经过(i-1)次延迟线后射向所述校准盒子,得到(i-1)*L+K距离处的测距值,并根据所述测距值与(i-1)*L+K的差值得到所述校准矩阵;其中i=1,2,…,N,L为所述延迟线对应的距离,K为所述校准盒子的长度距离。The lidar system executes N ranges in sequence, and the outgoing laser from the i-th range passes through (i-1) delay lines and then shoots toward the calibration box to obtain the range at (i-1)*L+K distance Value, and obtain the calibration matrix according to the difference between the ranging value and (i-1)*L+K; where i=1, 2,...,N, L is the distance corresponding to the delay line, K Is the length of the calibration box.
  3. 根据权利要求2所述的校准方法,其特征在于,所述获取测量值的所述校准矩阵,对所述测量值进行校准补偿,包括:The calibration method according to claim 2, characterized in that said obtaining the calibration matrix of the measurement value, calibrating and compensating the measurement value, comprises:
    当所述测量值M≤(N-1)*L+K时,采用所述测量值对应的校准矩阵对所述测量值进行校准补偿;When the measured value M≤(N-1)*L+K, use the calibration matrix corresponding to the measured value to calibrate and compensate the measured value;
    当所述测量值M>(N-1)*L+K时,采用指定测距值对应的校准矩阵对所述测量值进行校准补偿。When the measured value M>(N-1)*L+K, the calibration matrix corresponding to the specified distance measurement value is used to calibrate and compensate the measured value.
  4. 根据权利要求3所述的校准方法,其特征在于,所述当所述测量值M≤(N-1)*L+K时,采用所述测量值对应的校准矩阵对所述测量值进行校准补偿,包括:The calibration method according to claim 3, wherein when the measured value M≤(N-1)*L+K, the calibration matrix corresponding to the measured value is used to calibrate the measured value Compensation, including:
    根据N次测距的所述测距值及对应的所述校准矩阵拟合生成校准曲线;Fitting and generating a calibration curve according to the distance measurement values of the N times of distance measurement and the corresponding calibration matrix;
    根据所述校准曲线,获取所述测量值对应的所述校准矩阵;Obtaining the calibration matrix corresponding to the measured value according to the calibration curve;
    采用获取的所述校准矩阵对所述测量值进行校准补偿。The obtained calibration matrix is used to calibrate and compensate the measured value.
  5. 根据权利要求3所述的校准方法,其特征在于,所述当所述测量值M>(N-1)*L+K时,采用指定测距值对应的校准矩阵对所述测量值进行校准补偿,包括:The calibration method according to claim 3, wherein when the measurement value M>(N-1)*L+K, the calibration matrix corresponding to the specified distance measurement value is used to calibrate the measurement value Compensation, including:
    根据所述测量值获取所述指定测距值;Acquiring the specified distance measurement value according to the measurement value;
    获取所述指定测距值对应的所述校准矩阵;Acquiring the calibration matrix corresponding to the specified ranging value;
    采用获取的所述校准矩阵对所述测量值进行校准补偿。The obtained calibration matrix is used to calibrate and compensate the measured value.
  6. 根据权利要求5所述的校准方法,其特征在于,所述根据所述测量值获取所述指定测距值,具体为:The calibration method according to claim 5, wherein the obtaining the designated distance measurement value according to the measurement value is specifically:
    所述测量值对应的所述指定测距值的计算式为:The calculation formula of the designated ranging value corresponding to the measured value is:
    X=M%[(N-1)*L+K]X=M%[(N-1)*L+K]
    其中,X为所述指定测距值。Wherein, X is the specified ranging value.
  7. 根据权利要求5所述的校准方法,其特征在于,所述获取所述指定测距值对应的所述校准矩阵,包括:The calibration method according to claim 5, wherein the obtaining the calibration matrix corresponding to the designated ranging value comprises:
    当所述指定测距值为X=(j-1)*L+K时,所述测距值对应的所述校准矩阵即为所述指定测距值对应的所述校准矩阵;When the specified ranging value is X=(j-1)*L+K, the calibration matrix corresponding to the ranging value is the calibration matrix corresponding to the specified ranging value;
    当所述指定测距值X满足(j-1)*L+K<X<j*L+K时,通过拟合(j-1)*L+K距离处的所述校准矩阵和j*L+K距离处的所述校准矩阵,获取所述指定测距值对应的所述校准矩阵;When the specified ranging value X satisfies (j-1)*L+K<X<j*L+K, the calibration matrix at the distance (j-1)*L+K and j* The calibration matrix at the distance of L+K, obtaining the calibration matrix corresponding to the specified distance measurement value;
    其中j=1,2,…,N。Where j = 1, 2, ..., N.
  8. 根据权利要求2所述的校准方法,其特征在于,所述延迟线对应的距离L等于所述校准盒子的长度距离K。The calibration method according to claim 2, wherein the distance L corresponding to the delay line is equal to the length distance K of the calibration box.
  9. 根据权利要求2所述的校准方法,其特征在于,所述目标物的数量为至少1个;当所述目标物的数量大于1个时,所述目标物的反射率不同。The calibration method according to claim 2, wherein the number of the target is at least one; when the number of the target is more than one, the reflectivity of the target is different.
  10. 根据权利要求2所述的校准方法,其特征在于,还包括:The calibration method according to claim 2, further comprising:
    通过硬件系统控制所述激光雷达系统的出射激光的功率,使所述出射激光的功率随延迟的时间增加而减小。The power of the laser light emitted by the laser radar system is controlled by a hardware system, so that the power of the laser light decreases as the delay time increases.
  11. 根据权利要求10所述的校准方法,其特征在于,所述出射激光的功 率与所述延迟的时间为负二次幂关系。The calibration method according to claim 10, wherein the power of the emitted laser light and the delay time have a negative power-of-two relationship.
  12. 根据权利要求2所述的校准方法,其特征在于,所述获取测量值的所述校准矩阵,对所述测量值进行校准补偿,还包括:The calibration method according to claim 2, characterized in that said obtaining the calibration matrix of the measurement value, performing calibration compensation on the measurement value, further comprises:
    将所述测量值与对应的所述校准矩阵求和,得到校准后的测量值。The measurement value is summed with the corresponding calibration matrix to obtain the calibrated measurement value.
  13. 根据权利要求1所述的校准方法,其特征在于,还包括:The calibration method according to claim 1, further comprising:
    根据激光雷达系统的温度获取温度补偿系数;Obtain the temperature compensation coefficient according to the temperature of the lidar system;
    将所述温度补偿系数校准补偿所述测量值。The temperature compensation coefficient is calibrated to compensate the measured value.
  14. 根据权利要求1所述的校准方法,其特征在于,所述激光雷达系统利用校准盒子依次执行N次测距,每次测距的出射激光延迟不同时间,得到N个不同距离处的测距值,并根据所述测距值与对应的实际值的差值得到校准矩阵之前,还包括:The calibration method according to claim 1, wherein the lidar system uses the calibration box to perform N ranges in sequence, and the outgoing laser of each range is delayed for a different time to obtain N range values at different distances , And before obtaining the calibration matrix according to the difference between the ranging value and the corresponding actual value, it also includes:
    预热所述激光雷达系统。Warm up the lidar system.
  15. 一种激光雷达系统的校准装置,包括:A calibration device of a lidar system includes:
    处理模块,用于控制激光雷达系统利用校准盒子依次执行N次测距,每次测距的出射激光延迟不同时间,得到N个不同距离处的测距值,并根据所述测距值与对应的实际值的差别得到N个校准矩阵;其中N≥1且N为整数;The processing module is used to control the lidar system to use the calibration box to perform N range finding times in sequence. The emitted laser of each range finding is delayed by a different time to obtain N range finding values at different distances, and according to the range finding value and the corresponding N calibration matrices are obtained by the difference of the actual values of, where N≥1 and N is an integer;
    校准模块,用于获取测量值的所述校准矩阵,对所述测量值进行校准补偿。The calibration module is used to obtain the calibration matrix of the measured value, and perform calibration compensation on the measured value.
  16. 根据权利要求15所述的校准装置,其特征在于,所述校准盒子用于建立标定环境,所述激光雷达系统设置于所述校准盒子一端,目标物设置于所述校准盒子的另一端;The calibration device according to claim 15, wherein the calibration box is used to establish a calibration environment, the lidar system is set at one end of the calibration box, and the target is set at the other end of the calibration box;
    所述处理模块控制激光雷达系统依次执行N次测距,第i次测距的出射激光经过(i-1)次延迟线后射向所述校准盒子,得到(i-1)*L+K距离处的测距值,并根据所述测距值与(i-1)*L+K的差值得到所述校准矩阵;其中i=1,2,…,N,L为所述延迟线对应的距离,K为所述校准盒子的长度距离。The processing module controls the lidar system to perform N range finding in sequence, and the outgoing laser of the i-th range finding passes through the (i-1) delay line and then shoots toward the calibration box to obtain (i-1)*L+K The distance measurement value at the distance, and the calibration matrix is obtained according to the difference between the distance measurement value and (i-1)*L+K; where i=1, 2,...,N, L is the delay line Corresponding distance, K is the length of the calibration box.
  17. 根据权利要求16所述的校准装置,其特征在于,当所述测量值M≤(N-1)*L+K时,所述校准模块采用所述测量值对应的校准矩阵对所述测量值 进行校准补偿;当所述测量值M>(N-1)*L+K时,所述校准模块采用指定测距值对应的校准矩阵对所述测量值进行校准补偿。The calibration device according to claim 16, wherein when the measurement value M≤(N-1)*L+K, the calibration module uses the calibration matrix corresponding to the measurement value to compare the measurement value Perform calibration compensation; when the measurement value M>(N-1)*L+K, the calibration module uses a calibration matrix corresponding to the specified distance measurement value to perform calibration compensation on the measurement value.
  18. 根据权利要求16所述的校准装置,其特征在于,所述校准盒子设置有所述目标物的一端开设有通孔,所述校准盒子的内部设置有与所述激光雷达系统相连的光路管道,所述校准盒子的内表面设置有吸光材料。The calibration device according to claim 16, wherein the end of the calibration box provided with the target is provided with a through hole, and the inside of the calibration box is provided with a light path pipe connected to the lidar system, The inner surface of the calibration box is provided with a light-absorbing material.
  19. 一种存储介质,其上存储有计算机程序,所述计算机程序被处理器执行时实现如权利要求1~14任一所述校准方法的步骤。A storage medium on which a computer program is stored, and when the computer program is executed by a processor, the steps of the calibration method according to any one of claims 1 to 14 are realized.
  20. 一种测距设备,包括存储器和处理器;所述处理器上存储有可在所述处理器上运行的计算机程序,所述处理器执行所述计算机程序时实现如权利要求1~14任一所述校准方法的步骤。A distance measuring device, comprising a memory and a processor; the processor stores a computer program that can run on the processor, and when the processor executes the computer program, it implements any one of claims 1-14 The steps of the calibration method.
PCT/CN2019/115119 2019-11-01 2019-11-01 Calibration method and calibration apparatus for laser radar system, medium, and ranging device WO2021081998A1 (en)

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