CN105277950A - Laser radar coordinate conversion method based on vehicle body coordinate system - Google Patents
Laser radar coordinate conversion method based on vehicle body coordinate system Download PDFInfo
- Publication number
- CN105277950A CN105277950A CN201510634093.8A CN201510634093A CN105277950A CN 105277950 A CN105277950 A CN 105277950A CN 201510634093 A CN201510634093 A CN 201510634093A CN 105277950 A CN105277950 A CN 105277950A
- Authority
- CN
- China
- Prior art keywords
- laser
- delta
- coordinate system
- coordinate
- reference frame
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
- 238000006243 chemical reaction Methods 0.000 title claims abstract description 18
- 238000000034 method Methods 0.000 title abstract description 11
- 238000006073 displacement reaction Methods 0.000 claims abstract description 11
- 238000013519 translation Methods 0.000 claims abstract description 8
- 239000011159 matrix material Substances 0.000 claims description 15
- 230000002123 temporal effect Effects 0.000 claims description 12
- 230000009466 transformation Effects 0.000 claims description 10
- 238000011426 transformation method Methods 0.000 claims description 8
- 230000001052 transient effect Effects 0.000 claims description 5
- 230000008859 change Effects 0.000 description 9
- 238000010586 diagram Methods 0.000 description 5
- 230000008569 process Effects 0.000 description 4
- 238000012545 processing Methods 0.000 description 3
- 230000000903 blocking effect Effects 0.000 description 2
- 230000007774 longterm Effects 0.000 description 2
- 238000013507 mapping Methods 0.000 description 2
- 230000007704 transition Effects 0.000 description 2
- 238000009825 accumulation Methods 0.000 description 1
- 238000013459 approach Methods 0.000 description 1
- 230000004888 barrier function Effects 0.000 description 1
- 230000001186 cumulative effect Effects 0.000 description 1
- 238000013501 data transformation Methods 0.000 description 1
- 230000003247 decreasing effect Effects 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000009434 installation Methods 0.000 description 1
- 230000010354 integration Effects 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO 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
- G01S17/00—Systems using the reflection or reradiation of electromagnetic waves other than radio waves, e.g. lidar systems
- G01S17/88—Lidar systems specially adapted for specific applications
- G01S17/93—Lidar systems specially adapted for specific applications for anti-collision purposes
- G01S17/931—Lidar systems specially adapted for specific applications for anti-collision purposes of land vehicles
Landscapes
- Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Electromagnetism (AREA)
- General Physics & Mathematics (AREA)
- Radar, Positioning & Navigation (AREA)
- Remote Sensing (AREA)
- Traffic Control Systems (AREA)
- Optical Radar Systems And Details Thereof (AREA)
Abstract
The laser radar coordinate conversion method based on the vehicle body coordinate system comprises the specific steps that an instantaneous laser beam coordinate system is converted into a laser scanning reference coordinate system, the coordinate of a laser foot point relative to the laser radar coordinate system is calculated according to the included angle between instantaneous laser and the laser radar coordinate system and the laser flying distance, the laser scanning reference coordinate system is converted into an inertial platform reference coordinate system, the arrangement included angle and the displacement of a laser radar and an inertial navigation platform are measured, and the coordinate of the laser foot point relative to the inertial platform reference coordinate system is calculated according to a rotation translation formula; the inertial platform reference coordinate system is converted into a period starting instantaneous coordinate system, laser foot point data are not required to be converted into a WGS-84 coordinate system, but are converted into an automobile carrier instantaneous coordinate system at the starting moment of a scanning period, so that the calculation amount and data dependence are reduced, and the relative coordinates between the points and an automobile can be kept; the method does not depend on GPS data, and particularly avoids interpolation or prediction errors caused by GPS failure.
Description
Technical field
The present invention relates to a kind of coordinate transformation method, particularly relate to a kind of laser radar coordinate transformation method based on bodywork reference frame.
Background technology
Data show, and China's motor vehicles for civilian use recoverable amount has reached 1.5 hundred million, and the thing followed is the continuous increase of traffic hazard, and according to statistics, the annual traffic hazard of China number of dying has exceeded 100,000 people; Therefore, need to utilize advanced technology to ensure safe driving, reduce the generation of traffic hazard.
Laser radar, as the important component part of intelligent transportation system, plays an important role in automotive safety and automatic Pilot.It can accurately measure the three-dimensional coordinate of direction of scanning object, has the advantages that measuring accuracy is high, frequency acquisition is high.But the data that laser radar gathers could will be changed in same coordinate system WGS-84 coordinate system through complicated coordinate conversion, real-time laser radar data, inertial navigation INS data, global position system GPS data are needed in conversion process, but the acquisition frequency of these data has very large gap, the frequency of laser radar is that 100KHZ is even higher, INS frequency is approximately 200HZ, GPS frequency only has 20HZ, therefore interpolation is needed, this high-frequency interpolation can bring error, affects acquisition speed and precision.
Mapping laser radar and crashproof laser radar are essentially different, and mapping laser radar requires that in measured zone, data are accurate as far as possible, but to data processing time not requirement; The real-time processing capacity of crashproof laser radar to data has higher requirement, should reach 100 milliseconds of ranks its total processing time, and namely it scans, resolves, identifies, decision-making T.T. is about 100 milliseconds.Truck carrier has the uncertainty of height relative to aircraft carrier, and take off rear flight attitude relatively steady, INS data variation is steady, and GPS does not block and can implement Obtaining Accurate data; But passing by city, tunnel etc. in vehicle traveling process has the place of blocking that GPS can be caused to lose efficacy, and occurs that continuous print does not have the time of gps data, now carry out interpolation or predict increasing error; The change of car speed, the height on road surface rises and falls, and even the lane change of automobile all can cause the accumulation of INS error.The emphasis of crashproof laser radar is whether scanning road has barrier, but vehicle on road and pedestrian are As time goes on change in location, therefore the data in different scanning cycle is processed simultaneously the difficulty of change and nonsensical.Because navigation information is that INS produces through integration, positioning error is passed in time and increases, and long-term accuracy is poor, and needs the longer initial alignment time before each use.Traditional laser radar data coordinate conversion will through following steps:
1, temporal laser beam coordinate system is converted into laser scanning reference frame, according to transient laser and the angle of laser radar coordinate system and the distance of laser flying, calculates the coordinate of laser footpoint relative to laser radar coordinate system:
Wherein (X
ly
lz
l)
tfor laser footpoint is at the coordinate of laser scanning reference frame, a is the projection of temporal laser beam in XOZ plane and the angle of X-axis; β is the projection of temporal laser beam in XOY plane and the angle of X-axis.
2, laser scanning reference frame transforms inertial platform reference frame, measures arrangement angle and the displacement of laser radar and Inertial Navigation Platform, according to rotation translation formula, resolves the coordinate of laser footpoint relative to inertial platform reference frame; After having settled, this coordinate conversion matrix can not change, and Formula of Coordinate System Transformation is:
Wherein, (X
iy
iz
i)
tfor laser footpoint is relative to the coordinate of inertial platform reference frame; R
ifor arrangement angle (a, b, rotation matrix c) obtained by laser scanning reference frame and inertial platform reference frame; After installing, rotation matrix is fixed; (Δ X
lΔ Y
lΔ Z
l)
tfor the motion vector between laser scanning reference frame initial point and inertial platform reference frame initial point, after installation, this motion vector is fixed.
3, inertial platform reference frame is converted into local horizontal reference coordinate system (antenna GPS), according to three attitude angle that inertial navigation system is measured, H (Heading deflection, rotate around Z axis), P (the Pitch angle of pitch, rotate around Y-axis), R (the Roll angle of roll, rotates around X-axis) and settle displacement resolve the coordinate of impact point relative to gps coordinate system; The difference of the attitude angle that this coordinate conversion matrix is measured due to INS and real-time change, but motion vector can not change, and now Formula of Coordinate System Transformation is:
Wherein (X
gy
gz
g)
tfor laser footpoint is relative to the coordinate of local horizontal reference coordinate system; (Δ X
iΔ Y
iΔ Z
i)
tfor the motion vector between inertial platform reference frame and local horizontal reference coordinate system; R
gfor the rotation formula that three angles (H, R, P) of inertial navigation system measurement form.
4, local horizontal reference coordinate system is converted into WGS-84 coordinate system, the latitude (B) measured according to GPS, the relevant constant coefficient of longitude (L), highly (H) data and WGS-84, resolve the coordinate of laser footpoint relative to WGS-84 coordinate system; The longitude and latitude that this coordinate conversion matrix is measured due to GPS and highly different and real-time change, now Formula of Coordinate System Transformation is:
Wherein (X
84y
84z
84)
trepresent the coordinate of laser footpoint relative to WGS-84 coordinate system; R
wfor local horizontal coordinate is tied to the rotation publicity of earth coordinates longitude and latitude (B, L), obtained by the longitude and latitude of GPS; (Δ X
gΔ Y
gΔ Z
g)
tfor antenna (GPS) is to the displacement in the earth's core, obtained by GPS.
Formula of Coordinate System Transformation is in sum:
Traditional mobile lidar data coordinate system conversion needs through four conversions, and has the transition matrix of three coordinate conversion different, and therefore need to calculate transition matrix to each laser footpoint, its calculated amount is quite huge.INS frequency and GPS frequency are far smaller than laser frequency, need to carry out predicting or interpolation, bring error; Automobile passes by city, tunnel etc. has the place of blocking that GPS can be caused to lose efficacy, and occurs that continuous print does not have the time of gps data, now carries out interpolation or predict increasing error; INS positioning error increases in time, and long-term accuracy is poor.
Ignore the data variation of INS, GPS in the cycle, adopt the simplest Coordinate Transformation Models, a moment will be regarded as in this scan period, choose the some INS data in this moment and gps data, namely rear three matrixes of above coordinate conversion matrix are constant within a scan period, decrease the operand of matrix multiple.Although this algorithm is simple, but error is too large, only for automobile displacement error, if automobile is with the speeds of 25m/s (90km/h), the frequency of laser scanning is 10HZ, then moving vehicle 2.5m in one-period, namely only motor racing error just reaches 2.5m, and this is obviously difficult to accept.
Summary of the invention
The invention provides a kind of laser radar coordinate transformation method based on bodywork reference frame, not needing laser footpoint data transformations is WGS-84 coordinate system, but be converted into start time scan period truck carrier instantaneous coordinate system, namely operand and data dependence is decreased, again can relative coordinate between holding point and automobile; The method does not rely on gps data, particular avoid the interpolation or predicated error brought when GPS lost efficacy.
For achieving the above object, the technical solution adopted in the present invention is: based on the laser radar coordinate transformation method of bodywork reference frame, concrete steps are as follows:
S1: temporal laser beam coordinate system is converted into laser scanning reference frame, according to transient laser and the angle of laser radar coordinate system and the distance of laser flying, calculates the coordinate of laser footpoint relative to laser radar coordinate system:
Wherein (X
ly
lz
l)
tfor laser footpoint is at the coordinate of laser scanning reference frame, this laser scanning reference coordinate is right-handed coordinate system, and a is the projection of temporal laser beam in XOZ plane and the angle of X-axis; β is the projection of temporal laser beam in XOY plane and the angle of X-axis.
S2: laser scanning reference frame transforms inertial platform reference frame, measures arrangement angle and the displacement of laser radar and Inertial Navigation Platform, according to rotation translation formula, resolves the coordinate of laser footpoint relative to inertial platform reference frame; Rotation translation formula in this step is:
Wherein, (X
iy
iz
i)
tfor laser footpoint is relative to the coordinate of inertial platform reference frame; R
ifor the rotation matrix obtained by the arrangement angle between laser scanning reference frame and inertial platform reference frame; (Δ X
lΔ Y
lΔ Z
l)
tfor the motion vector between laser scanning reference frame initial point and inertial platform reference frame initial point, laser radar is arranged on rotation matrix and motion vector after in car and fixes.
S3: inertial platform reference frame is converted into the cycle and starts instantaneous coordinate system, and its conversion formula is:
Wherein (X
ny
nz
n)
tstart the moving coordinate in coordinate axis n*t moment relative to the cycle; (Δ X
iΔ X
iΔ X
i)
trepresent the motion vector of i moment running car.
Obtain final Formula of Coordinate System Transformation in sum:
Further, motion vector is drawn by following steps in step s3:
A1, start instantaneous coordinate fasten in the cycle, the driving trace in each for automobile scan period is carried out differential, and in this cycle, automobile does linear uniform motion, then the distance of running car is:
l=v×t
Wherein v is the speed of automobile, and t is working time;
A2, initial time A point arrive B point through the t time, the distance between AB is regarded as the driving trace equaling A to B; The coordinate (Δ X Δ Y/delta Z) that now AB vector is instantaneous relative to A
tthere is following formula:
Wherein R
Δ Ifor rotation formula: R
Δ I=R (H) R (P) R (R)
Wherein R (H), R (R), R (P) are that inertial platform reference frame starts the attitude angle of instantaneous coordinate system relative to the cycle respectively, and l is the displacement of automobile within this time period;
A3, to calculate B point be thus (X relative to the coordinate of initial time A
by
bz
b)
t:
(Δ X Δ Y/delta Z)
tthe motion vector of running car; Each coordinate relative to A instantaneous coordinate system can be obtained thus.
Patent of the present invention, owing to adopting above technical scheme, can obtain following technique effect: the present invention can simplify laser radar system Coordinate Transformation Models, coordinate system need not be changed into WGS-84 coordinate system, reduce the size of overall data value; Based on INS position sometime, set up coordinate system, simplify data handling procedure; Within very short time, think that INS system difference amount is constant, reduce calculated amount, accelerate data computing speed.Do not adopt gps data, make not need interpolated data in low-frequency GPS, improve data precision, even if in tunnel, mountain forest, built-up city all need not worry to lose efficacy the data error caused due to GPS.
Adopt the variable quantity of inertial navigation system in tiny time, reduce the sample frequency of INS, avoid the passing in time of INS positioning error and increase, and each use before do not need the longer initial alignment time, making it be applied to vehicle-mountedly becomes possibility.Movement locus is carried out differential, adopts the form of cumulative sum, simplify motor racing locus model, approach original motion trajectory as much as possible simultaneously.
Accompanying drawing explanation
The present invention has accompanying drawing 7 width:
Fig. 1 is coordinate conversion process flow diagram in prior art;
Fig. 2 is laser scanning reference frame in step S1;
Fig. 3 is coordinate conversion schematic diagram in step S2;
Fig. 4 is local horizontal coordinates and WGS-84 coordinate system;
Fig. 5 is automobilism track differential schematic diagram;
Fig. 6 is motor racing deflection schematic diagram;
Fig. 7 is coordinate conversion process flow diagram of the present invention.
Embodiment
Below by specific embodiment, and by reference to the accompanying drawings, explanation that the technical solution of the present invention is further explained.
Based on the laser radar coordinate transformation method of bodywork reference frame, concrete steps are as follows:
S1: temporal laser beam coordinate system is converted into laser scanning reference frame, according to transient laser and the angle of laser radar coordinate system and the distance of laser flying, calculates the coordinate of laser footpoint relative to laser radar coordinate system:
Wherein (X
ly
lz
l)
tfor laser footpoint is at the coordinate of laser scanning reference frame, this laser scanning reference coordinate is right-handed coordinate system, and a is the projection of temporal laser beam in XOZ plane and the angle of X-axis; β is the projection of temporal laser beam in XOY plane and the angle of X-axis.
S2: laser scanning reference frame transforms inertial platform reference frame, measures arrangement angle and the displacement of laser radar and Inertial Navigation Platform, according to rotation translation formula, resolves the coordinate of laser footpoint relative to inertial platform reference frame; Rotation translation formula in this step is:
Wherein, (X
iy
iz
i)
tfor laser footpoint is relative to the coordinate of inertial platform reference frame; R
ifor the rotation matrix obtained by the arrangement angle between laser scanning reference frame and inertial platform reference frame; (Δ X
lΔ Y
lΔ Z
l)
tfor the motion vector between laser scanning reference frame initial point and inertial platform reference frame initial point, laser radar is arranged on rotation matrix and motion vector after in car and fixes.
S3: inertial platform reference frame is converted into the cycle and starts instantaneous coordinate system, its use deflection be instantaneous INS numerical value and start time in cycle deflection difference, avoid INS positioning error to increase in time, and do not need the longer initial alignment time before each use; Its conversion formula is:
Wherein (X
ny
nz
n)
tstart the moving coordinate in coordinate axis n*t moment relative to the cycle; (Δ X
iΔ X
iΔ X
i)
trepresent the motion vector of i moment running car.
Obtain final Formula of Coordinate System Transformation in sum:
Further, motion vector is drawn by following steps in step s3:
A1, start instantaneous coordinate fasten in the cycle, the driving trace in each for automobile scan period is carried out differential, and the time t of every part is 0.001s, and in this cycle, automobile does linear uniform motion, then the distance of running car is:
l=v×t
Wherein v is the speed of automobile, and t is working time;
A2, initial time, the transient motion direction of automobile is X-direction, as shown in the A point in Fig. 5, arrives B point through the t time, and as enough hour of t, the distance between AB equaled the driving trace of A to B; The coordinate (Δ X Δ Y/delta Z) that now AB vector is instantaneous relative to A
tthere is following formula:
Wherein R
Δ Ifor rotation formula: R
Δ I=R (H) R (P) R (R)
Wherein R (H), R (R), R (P) are that inertial platform reference frame starts the attitude angle of instantaneous coordinate system relative to the cycle respectively, and l is the displacement of automobile within this time period;
A3, to calculate B point be thus (X relative to the coordinate of initial time A
by
bz
b)
t:
(Δ X Δ Y/delta Z)
tthe motion vector of running car; Each coordinate relative to A instantaneous coordinate system can be obtained thus.
The present invention can simplify laser radar system Coordinate Transformation Models, coordinate system need not be changed into WGS-84 coordinate system, reduce the size of overall data value; Based on INS position sometime, set up coordinate system, simplify data handling procedure; Within very short time, think that INS system difference amount is constant, reduce calculated amount, accelerate data computing speed.
The above; be only the present invention's preferably embodiment; but protection scope of the present invention is not limited thereto; anyly be familiar with those skilled in the art in the technical scope that the present invention discloses; be equal to according to technical scheme of the present invention and inventive concept thereof and replace or change, all should be encompassed within protection scope of the present invention.
Claims (2)
1., based on the laser radar coordinate transformation method of bodywork reference frame, it is characterized in that, concrete steps are as follows:
S1: temporal laser beam coordinate system is converted into laser scanning reference frame, according to transient laser and the angle of laser radar coordinate system and the distance of laser flying, calculates the coordinate of laser footpoint relative to laser radar coordinate system:
Wherein (X
ly
lz
l)
tfor laser footpoint is at the coordinate of laser scanning reference frame, this laser scanning reference coordinate is right-handed coordinate system, and a is the projection of temporal laser beam in XOZ plane and the angle of X-axis; β is the projection of temporal laser beam in XOY plane and the angle of X-axis;
S2: laser scanning reference frame transforms inertial platform reference frame, measures arrangement angle and the displacement of laser radar and Inertial Navigation Platform, according to rotation translation formula, resolves the coordinate of laser footpoint relative to inertial platform reference frame; Rotation translation formula in this step is:
Wherein, (X
iy
iz
i)
tfor laser footpoint is relative to the coordinate of inertial platform reference frame; R
ifor the rotation matrix obtained by the arrangement angle between laser scanning reference frame and inertial platform reference frame; (Δ X
lΔ Y
lΔ Z
l)
tfor the motion vector between laser scanning reference frame initial point and inertial platform reference frame initial point, laser radar is arranged on rotation matrix and motion vector after in car and fixes;
S3: inertial platform reference frame is converted into the cycle and starts instantaneous coordinate system, and its conversion formula is:
Wherein (X
ny
nz
n)
tstart the moving coordinate in coordinate axis n*t moment relative to the cycle; (Δ X
iΔ X
iΔ X
i)
trepresent the motion vector of i moment running car;
Obtain final Formula of Coordinate System Transformation in sum:
2. the laser radar coordinate transformation method based on bodywork reference frame according to claim 1, it is characterized in that, motion vector is drawn by following steps in step s3:
A1, start instantaneous coordinate fasten in the cycle, the driving trace in each for automobile scan period is carried out differential, and in this cycle, automobile does linear uniform motion, then the distance of running car is:
l=v×t
Wherein v is the speed of automobile, and t is working time;
A2, initial time A point arrive B point through the t time, the distance between AB is regarded as the driving trace equaling A to B; The coordinate (Δ X Δ Y/delta Z) that now AB vector is instantaneous relative to A
tthere is following formula:
Wherein R
Δ Ifor rotation formula: R
Δ I=R (H) R (P) R (R)
Wherein R (H), R (R), R (P) are that inertial platform reference frame starts the attitude angle of instantaneous coordinate system relative to the cycle respectively, and l is the displacement of automobile within this time period;
A3, to calculate B point be (X relative to the coordinate of initial time A
by
bz
b)
t:
(Δ X Δ Y/delta Z)
tthe motion vector of running car; Each coordinate relative to A instantaneous coordinate system can be obtained thus.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201510634093.8A CN105277950B (en) | 2015-09-29 | 2015-09-29 | LiDAR coordinate transformation method based on car body coordinate system |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201510634093.8A CN105277950B (en) | 2015-09-29 | 2015-09-29 | LiDAR coordinate transformation method based on car body coordinate system |
Publications (2)
Publication Number | Publication Date |
---|---|
CN105277950A true CN105277950A (en) | 2016-01-27 |
CN105277950B CN105277950B (en) | 2017-09-15 |
Family
ID=55147292
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201510634093.8A Active CN105277950B (en) | 2015-09-29 | 2015-09-29 | LiDAR coordinate transformation method based on car body coordinate system |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN105277950B (en) |
Cited By (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106405555A (en) * | 2016-09-23 | 2017-02-15 | 百度在线网络技术(北京)有限公司 | Obstacle detecting method and device used for vehicle-mounted radar system |
CN109001711A (en) * | 2018-06-05 | 2018-12-14 | 北京智行者科技有限公司 | Multi-line laser radar scaling method |
CN109029277A (en) * | 2018-06-27 | 2018-12-18 | 常州沃翌智能科技有限公司 | A kind of tunnel deformation monitoring system and method |
CN109416884A (en) * | 2016-07-05 | 2019-03-01 | 三菱电机株式会社 | Identification region estimating device, identification region presumption method and identification region program for estimating |
CN109459759A (en) * | 2018-11-13 | 2019-03-12 | 中国科学院合肥物质科学研究院 | City Terrain three-dimensional rebuilding method based on quadrotor drone laser radar system |
CN109974717A (en) * | 2019-03-13 | 2019-07-05 | 浙江吉利汽车研究院有限公司 | Localization method, device and the terminal of target point on a kind of map |
CN110200552A (en) * | 2019-06-20 | 2019-09-06 | 小狗电器互联网科技(北京)股份有限公司 | The measurement terminals of laser radar are gone with the method and sweeper of distortion |
CN110779517A (en) * | 2019-11-08 | 2020-02-11 | 北京煜邦电力技术股份有限公司 | Data processing method and device of laser radar, storage medium and computer terminal |
CN111398980A (en) * | 2018-12-29 | 2020-07-10 | 广东瑞图万方科技股份有限公司 | Airborne L iDAR data processing method and device |
CN112261221A (en) * | 2020-09-21 | 2021-01-22 | 电子科技大学 | A human fall detection method based on intelligent terminal |
CN112946619A (en) * | 2021-02-06 | 2021-06-11 | 宁波泽为科技有限公司 | Method, device, system and medium for radar detection target absolute positioning |
CN113745808A (en) * | 2021-08-11 | 2021-12-03 | 中国电子科技集团公司第三十八研究所 | Antenna and revolving stage homogeneous coordinate transform module |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2001215275A (en) * | 2000-02-03 | 2001-08-10 | Mitsubishi Electric Corp | Laser radar device |
CN103020966A (en) * | 2012-12-04 | 2013-04-03 | 南京大学 | Automatic registration method of aviation and ground LiDAR data based on building contour constraint |
CN104198765A (en) * | 2014-09-15 | 2014-12-10 | 大连楼兰科技股份有限公司 | Coordinate System Transformation Method for Detection of Vehicle Motion Acceleration |
-
2015
- 2015-09-29 CN CN201510634093.8A patent/CN105277950B/en active Active
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2001215275A (en) * | 2000-02-03 | 2001-08-10 | Mitsubishi Electric Corp | Laser radar device |
CN103020966A (en) * | 2012-12-04 | 2013-04-03 | 南京大学 | Automatic registration method of aviation and ground LiDAR data based on building contour constraint |
CN104198765A (en) * | 2014-09-15 | 2014-12-10 | 大连楼兰科技股份有限公司 | Coordinate System Transformation Method for Detection of Vehicle Motion Acceleration |
Non-Patent Citations (1)
Title |
---|
董康: "车载激光雷达农田三维地形测量方法研究与系统开发", 《中国优秀硕士学位论文全文数据库 基础科学辑》 * |
Cited By (18)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109416884B (en) * | 2016-07-05 | 2021-02-19 | 三菱电机株式会社 | Identification region estimation device, identification region estimation method, and identification region estimation program |
CN109416884A (en) * | 2016-07-05 | 2019-03-01 | 三菱电机株式会社 | Identification region estimating device, identification region presumption method and identification region program for estimating |
CN106405555B (en) * | 2016-09-23 | 2019-01-01 | 百度在线网络技术(北京)有限公司 | Obstacle detection method and device for Vehicular radar system |
CN106405555A (en) * | 2016-09-23 | 2017-02-15 | 百度在线网络技术(北京)有限公司 | Obstacle detecting method and device used for vehicle-mounted radar system |
CN109001711A (en) * | 2018-06-05 | 2018-12-14 | 北京智行者科技有限公司 | Multi-line laser radar scaling method |
CN109029277A (en) * | 2018-06-27 | 2018-12-18 | 常州沃翌智能科技有限公司 | A kind of tunnel deformation monitoring system and method |
CN109459759A (en) * | 2018-11-13 | 2019-03-12 | 中国科学院合肥物质科学研究院 | City Terrain three-dimensional rebuilding method based on quadrotor drone laser radar system |
CN109459759B (en) * | 2018-11-13 | 2020-06-30 | 中国科学院合肥物质科学研究院 | 3D reconstruction method of urban terrain based on quadrotor UAV lidar system |
CN111398980A (en) * | 2018-12-29 | 2020-07-10 | 广东瑞图万方科技股份有限公司 | Airborne L iDAR data processing method and device |
CN109974717A (en) * | 2019-03-13 | 2019-07-05 | 浙江吉利汽车研究院有限公司 | Localization method, device and the terminal of target point on a kind of map |
CN110200552A (en) * | 2019-06-20 | 2019-09-06 | 小狗电器互联网科技(北京)股份有限公司 | The measurement terminals of laser radar are gone with the method and sweeper of distortion |
CN110779517A (en) * | 2019-11-08 | 2020-02-11 | 北京煜邦电力技术股份有限公司 | Data processing method and device of laser radar, storage medium and computer terminal |
CN112261221A (en) * | 2020-09-21 | 2021-01-22 | 电子科技大学 | A human fall detection method based on intelligent terminal |
CN112261221B (en) * | 2020-09-21 | 2021-10-26 | 电子科技大学 | Human body falling detection method based on intelligent terminal |
CN112946619A (en) * | 2021-02-06 | 2021-06-11 | 宁波泽为科技有限公司 | Method, device, system and medium for radar detection target absolute positioning |
CN112946619B (en) * | 2021-02-06 | 2024-03-19 | 宁波泽为科技有限公司 | Method, device, system and medium for absolute positioning of radar detection target |
CN113745808A (en) * | 2021-08-11 | 2021-12-03 | 中国电子科技集团公司第三十八研究所 | Antenna and revolving stage homogeneous coordinate transform module |
CN113745808B (en) * | 2021-08-11 | 2023-05-16 | 中国电子科技集团公司第三十八研究所 | Antenna and turntable homogeneous coordinate transformation module |
Also Published As
Publication number | Publication date |
---|---|
CN105277950B (en) | 2017-09-15 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN105277950A (en) | Laser radar coordinate conversion method based on vehicle body coordinate system | |
CN113819914B (en) | Map construction method and device | |
US10247830B2 (en) | Vehicle position determination device, vehicle control system, vehicle position determination method, and vehicle position determination program product | |
KR102497330B1 (en) | Control of autonomous vehicle based on determined yaw parameter(s) of additional vehicle | |
Xiong et al. | Application improvement of A* algorithm in intelligent vehicle trajectory planning | |
CN110987463B (en) | Multi-scene-oriented autonomous lane change performance test method for intelligent driving | |
CN111142091B (en) | Automatic driving system laser radar online calibration method fusing vehicle-mounted information | |
EP3306429B1 (en) | Position estimation device and position estimation method | |
EP3683550A1 (en) | Vehicle driving assistance system and method | |
CN113819905B (en) | Mileage metering method and device based on multi-sensor fusion | |
CN112829753B (en) | Guard bar estimation method based on millimeter wave radar, vehicle-mounted equipment and storage medium | |
CN102358287A (en) | Trajectory tracking control method used for automatic driving robot of vehicle | |
CN111137298B (en) | Vehicle automatic driving method, device, system and storage medium | |
CN112923931A (en) | Feature map matching and GPS positioning information fusion method based on fixed route | |
CN103047995A (en) | GPS (global positioning system) terminal mileage statistical method based on satellite positioning technology | |
CN113252022B (en) | A method and device for processing map data | |
CN107764273B (en) | Vehicle navigation positioning method and system | |
Ying et al. | A sliding mode control approach to longitudinal control of vehicles in a platoon | |
CN111103578B (en) | Laser radar online calibration method based on deep convolutional neural network | |
KR20220070467A (en) | Dead-time compensation technology during lateral and longitudinal guidance of automobiles | |
KR101977749B1 (en) | Apparatus and method for estimating position of vehicle using road slope | |
CN113777589A (en) | LIDAR and GPS/IMU combined calibration method based on point characteristics | |
CN211427151U (en) | Automatic guide system applied to unmanned freight vehicle in closed field | |
EP4148388A1 (en) | Vehicle localization to map data | |
Wang et al. | Research on Motion Distortion Correction Method of Intelligent Vehicle Point Cloud Based on High Frequency Inertial Measurement Unit. |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
C41 | Transfer of patent application or patent right or utility model | ||
SE01 | Entry into force of request for substantive examination | ||
TA01 | Transfer of patent application right |
Effective date of registration: 20160128 Address after: 116023 Dalian province high tech park, Hui Park, No. 7, take off the garden of the 2 phase of the 11 floor of the Applicant after: DALIAN ROILAND TECHNOLOGY Co.,Ltd. Address before: 116023 Dalian province high tech park, Hui Park, No. 7, take off the garden of the 2 phase of the 11 floor of the Applicant before: XI'AN ZHIJI ANTENNA TECHNOLOGY Co.,Ltd. |
|
GR01 | Patent grant | ||
GR01 | Patent grant |