CN109870156B - Autonomous navigation positioning method for low-cost micro-mechanical inertial navigation system for vehicle - Google Patents

Autonomous navigation positioning method for low-cost micro-mechanical inertial navigation system for vehicle Download PDF

Info

Publication number
CN109870156B
CN109870156B CN201711260659.0A CN201711260659A CN109870156B CN 109870156 B CN109870156 B CN 109870156B CN 201711260659 A CN201711260659 A CN 201711260659A CN 109870156 B CN109870156 B CN 109870156B
Authority
CN
China
Prior art keywords
micro
truck
navigation system
inertial navigation
mechanical inertial
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.)
Active
Application number
CN201711260659.0A
Other languages
Chinese (zh)
Other versions
CN109870156A (en
Inventor
王根
蔡善军
吴亮华
张怡欣
朱红
马涛
李永锋
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beijing Automation Control Equipment Institute BACEI
Original Assignee
Beijing Automation Control Equipment Institute BACEI
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Beijing Automation Control Equipment Institute BACEI filed Critical Beijing Automation Control Equipment Institute BACEI
Priority to CN201711260659.0A priority Critical patent/CN109870156B/en
Publication of CN109870156A publication Critical patent/CN109870156A/en
Application granted granted Critical
Publication of CN109870156B publication Critical patent/CN109870156B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Abstract

The invention belongs to the technical field of micro-inertial positioning for an unmanned freight car in an intelligent storehouse, and particularly relates to an autonomous navigation positioning method for a low-cost micro-mechanical inertial navigation system for a car; the method comprises the following steps: firstly, starting self-checking of a micro-mechanical inertial navigation system, and after the self-checking is successful, sending an initial working instruction to the micro-mechanical inertial navigation system by a control center; secondly, performing initial preparation on the micro-mechanical inertial navigation system to finish initial position binding; then the control center plans a running path of the truck according to the position of the goods to be stored/taken; after the truck receives the path planning of the control center, the acceleration meter of the micro-mechanical inertial navigation system is used for carrying out unidirectional positioning calculation in real time, autonomous navigation positioning is carried out, the position coordinate value obtained by calculation is sent to the control center in real time through a wireless network, and navigation positioning of the truck is completed.

Description

Autonomous navigation positioning method for low-cost micro-mechanical inertial navigation system for vehicle
Technical Field
The invention belongs to the technical field of micro-inertial positioning for an unmanned freight car in an intelligent storehouse, and particularly relates to an autonomous navigation positioning method for a low-cost micro-mechanical inertial navigation system for a car.
Background
With the vigorous development of the internet plus, online shopping is increased in an explosive manner, more and more express delivery pieces are provided, and the construction of storehouses is larger and larger. The express delivery is stored and extracted manually, so that the industrial requirements cannot be met. Therefore, the express delivery huge heads such as the Alibaba and the Jingdong are all used for building intelligent storehouses in great force, and the unmanned delivery vehicles (the delivery vehicles for short) are used for storing, extracting and distributing express delivery.
The general workflow of the truck is as follows:
(1) starting the truck, determining the current position and course angle, and reporting the information of the position, course and the like to a storehouse unified control center (a control center for short) through a wireless network.
(2) And the control center automatically plans the running path of the delivery truck according to the position of the delivery truck and the position of the express to be lifted in the storehouse, and sends the path planning result to the delivery truck.
(3) After receiving the path planning, the delivery vehicle drives to the specified storage grid position according to the position information calculated in real time, stores/fetches the express mail, and then drives to the specified storage/fetching position to complete the task.
According to the work flow of the delivery vehicle, the delivery vehicle can complete the task of storing/taking the express only by mastering the accurate position information of the delivery vehicle in real time.
In recent years, micro inertial devices have been developed rapidly, and have the advantages of low cost, small size, low power consumption and the like, and are widely applied to various civil fields. The navigation positioning of the freight car can be realized by utilizing the information such as the acceleration, the magnetic heading and the like output by the micro-inertia device, so the micro-inertia positioning technology is a technical approach for solving the problem of positioning the freight car.
Disclosure of Invention
Aiming at the prior art, the invention aims to provide an autonomous navigation positioning method of a low-cost micro-mechanical inertial navigation system for a vehicle, and the method is used for solving the problem of positioning of a freight car.
In order to achieve the above object, the present invention adopts the following technical solutions.
The invention aims to provide an autonomous navigation positioning method of a low-cost micro-mechanical inertial navigation system for a vehicle, which comprises the following steps:
two three-dimensional rectangular coordinate systems are defined as follows:
(1) a coordinate system of the truck-mounted body: a coordinate system taking the forward direction of the truck as an X axis, the upper part of the truck as a Y axis and the right side of the truck as a Z axis;
(2) navigation coordinate system: a coordinate system with north as N axis, the sky as U axis and east as E axis;
the storehouse is arranged according to the horizontal and vertical grid lines, the delivery truck runs along the grid lines, the horizontal and vertical crossed grid points are called as on-site points, the on-site points contain position labels, and the delivery truck obtains the current position according to the position labels; the transverse and longitudinal grid lines are interwoven into a net hole, and a plurality of storage grids are arranged in the net hole;
the positions of the storage grids and the positioning points in the storehouse are calibrated in advance;
the position coordinate form is shown in formula (1):
(N.XXXXX,E.XXXXX) (1)
in the formula: n is the Nth motion track from south to north, E is the E motion track from west to east; xxxxxx behind N is the distance between the cart and the nearest south-bound site in cm; xxxxxx behind E is the distance between the cart and the nearest west edge location point in cm;
(1) if the truck is driving north or south along a certain track, the position coordinate is (N.XXXXX, E);
then E is the E-th north-south path where the van is currently driving, N is the east-west path closest to the south of the van, and XXXXX after decimal point is the distance between the nearest local points of the van and the south;
(2) if the truck is traveling east or west along a track, the position coordinate is (N, e.xxxxxx);
then, N is the Nth west-east path where the van is currently driving, E is the south-north path closest to the west of the van, and XXXXX after decimal point is the distance between the van and the nearest position point of the west;
starting a self-check of a micro-mechanical inertial navigation system;
the micro-mechanical inertial navigation system comprises a micro-accelerometer module and a micro-magnetometer module; when a truck is used for storing/taking goods, the micro-mechanical inertial navigation system is started up and self-checked, and sends the self-state to the control center through a wireless network in real time; if the self-checking fails, reporting a fault to a control center to wait for maintenance; if the self-checking is successful, reporting success to a control center, and sending an initial working instruction to the micro-mechanical inertial navigation system by the control center through a wireless network;
step two, initially preparing a micro-mechanical inertial navigation system;
starting position information of the micro-mechanical inertial navigation system during shutdown;
the micromechanical inertial navigation system completes initial position binding by using the position information stored in the last shutdown; the course angle of the truck is calculated by using the micro magnetometer module, and the calculation formula is as follows:
Figure BDA0001493345000000031
in the formula: mx、MzThe outputs of the X-direction magnetometer and the Z-direction magnetometer are respectively, and the unit is gauss;
Figure BDA0001493345000000032
obtaining a local declination according to the earth magnetic field mode WMM2010, wherein the unit is an angle;
Figure BDA0001493345000000033
the unit is a course angle, the north and the west are positive, and the range is (0 degrees and 360 degrees);
the freight train only runs along 4 movement directions, and when the storehouse is arranged in the south and east directions, only 4 course angles of the freight train are respectively 0 degree in the north direction, 90 degrees in the west direction, 180 degrees in the south direction and 270 degrees in the east direction;
therefore, the correspondence between the truck driving heading angle and the magnetic heading angle is as follows:
Figure BDA0001493345000000041
the micro-mechanical inertial navigation system obtains the current position and the course angle of the truck to complete initial preparation work;
step three, planning a running path of the truck;
after the preparation of the initial freight car is finished, the current position, the course and the preparation information of the initial freight car are sent to a control center; the control center plans a running path for the truck according to the current position of the truck and the position of the article to be stored/taken;
step four, autonomous navigation positioning;
after the truck receives the path planning of the control center, the truck utilizes an accelerometer of the micro-mechanical inertial navigation system to perform unidirectional positioning calculation in real time, and the calculation formula is as follows:
Figure BDA0001493345000000042
in the formula:
Figure BDA0001493345000000043
respectively outputting the specific force of the accelerometer after factory calibration compensation in m/s2;Ax、Ay、AzRespectively, the accelerometer outputs equivalent specific force along the carrier system, theoretically Ay、AzIs 0, the unit is m/s2;φx、φy、φzRespectively setting error angles between an accelerometer and a carrier coordinate system, and calibrating a micro-mechanical inertial navigation system after the micro-mechanical inertial navigation system is installed in a truck, wherein the unit is rad; v is the running speed of the truck, and the unit is m/s; v. of0The initial speed of the truck is 0, and the unit is m/s; p is the displacement of the truck in the advancing direction and the unit is m;
the calculated P value is converted into a position coordinate value appointed by the formula (1), and the micro-mechanical inertial navigation system sends the calculated position coordinate value to the control center in real time through a wireless network.
The method further comprises the following steps:
step five, zero-speed correction of errors of the micro-mechanical inertial navigation system is carried out;
the truck is stopped when waiting for commands and avoiding other vehicle conditions;
the micro-mechanical inertial navigation system automatically judges whether the truck is stopped by using the real-time output values of 3 accelerometers, and the judgment standards are as follows:
Figure BDA0001493345000000051
in the formula: the Gate is a threshold value and is set according to the micro-mechanical inertial navigation system and the actual use condition; and when A is less than Gate, judging that the truck is in a static state.
The micro-mechanical inertial navigation system adopts two channels to calculate:
(1) the position of one path of outward output is kept unchanged;
(2) and the other path of normal position is resolved, the accelerometer zero offset is calculated according to the speed variation, and the equivalent relation is as follows:
Figure BDA0001493345000000052
in the formula:
Figure BDA0001493345000000053
is the zero offset of an equivalent accelerometer with the unit of m/s2;Δvx、Δvy、ΔvzThe unit is the speed variation in the stationary period and is m/s; Δ t is the zero speed correction time of the truck in units of s.
The method further comprises the following steps:
sixthly, correcting errors of the micro-mechanical inertial navigation system by using the locating points;
and the truck drives to a certain in-place point, rotates according to the path plan set by the control center, and corrects the position of the micro-mechanical inertial navigation system by using the position label of the in-place point after rotating to the in-place point.
The micro-mechanical inertial navigation system solves the position information in 3 directions between two on-site points to match with the distance between the two on-site points accurately measured in advance, and calculates the zero offset of three accelerometers;
Figure BDA0001493345000000061
in the formula:
Figure BDA0001493345000000062
respectively representing the movement displacement actually measured by three accelerometers of the truck, wherein the unit is m;
Figure BDA0001493345000000063
is an equivalent additionSpeedometer zero offset, unit m/s2;PDatumThe actual distance between the two on-site points, namely the actual walking distance of the truck, is m; t is the travel time from one on-site to the next in units of s.
The micro-mechanical inertial navigation system is started according to the position information of the locating point; when the position information stored when the micro-mechanical inertial navigation system is shut down last time is invalid, the control center sends a forward or backward driving instruction to the truck to arrive at a nearby place for preparation; the micromechanical inertial navigation system obtains the current position by using the position label of the on-site to complete initial position binding; and (3) calculating the course angle of the truck by using the formulas (2) and (3) to finish the initial preparation work.
The technical scheme provided by the embodiment of the invention has the following beneficial effects:
the invention discloses an autonomous navigation positioning method of a low-cost micro-mechanical inertial navigation system for a vehicle.
Drawings
FIG. 1 is a schematic diagram of a warehouse layout according to the present invention;
fig. 2 is a schematic view of a cart location point relationship of the present invention.
Detailed Description
The invention relates to a low-cost micro-mechanical inertial navigation system autonomous navigation positioning method for a vehicle, which is described in detail below with reference to specific embodiments.
The invention defines the following two three-dimensional rectangular coordinate systems:
(1) a coordinate system of the truck-mounted body: a coordinate system taking the forward direction of the truck as an X axis, the upper part of the truck as a Y axis and the right side of the truck as a Z axis;
(2) navigation coordinate system: a coordinate system with north as N axis, the sky as U axis and east as E axis;
as shown in fig. 1, a typical layout of a warehouse:
the storehouse is arranged according to the horizontal and vertical grid lines, the delivery truck runs along the grid lines, the horizontal and vertical crossed grid points are called as the 'on-site points', the positioning points contain 'position labels', and the delivery truck can obtain the current position according to the 'position labels'; each horizontal and vertical grid line is interwoven into a net hole, and a plurality of storage grids are arranged in the net hole and used for storing articles such as express items and the like;
the positions of the storage grids and the positioning points in the storehouse are obtained by calibration in advance;
the storehouse is a 2-dimensional horizontal plane, the micro-mechanical inertial navigation system can position the freight car by only giving transverse and longitudinal 2-position information, and the invention designs the following position coordinate form by combining the characteristic that the freight car only runs along 1 direction:
(N.XXXXX,E.XXXXX) (1)
in the formula: n is the Nth motion track from south to north in FIG. 1, E is the E motion track from west to east in FIG. 1; xxxxxx behind N is the distance between the cart and the nearest south-bound site in cm; xxxxxx behind E is the distance between the cart and the nearest west edge location point in cm;
(1) if the truck is driving north or south along a certain track, the position coordinate is (N.XXXXX, E);
then E is the E-th north-south path where the van is currently driving, N is the east-west path closest to the south of the van, and XXXXX after decimal point is the distance between the nearest local points of the van and the south; for example: coordinates (3.00050,2) refer to the position 50cm north of the locus (3, 2);
(2) if the truck is traveling east or west along a track, the position coordinate is (N, e.xxxxxx);
then, N is the Nth west-east path where the van is currently driving, E is the south-north path closest to the west of the van, and XXXXX after decimal point is the distance between the van and the nearest position point of the west; for example: the coordinates (3,2.00050) refer to the position 50cm east of the locus (3, 2).
The invention discloses an autonomous navigation positioning method of a low-cost micro-mechanical inertial navigation system for a vehicle, which comprises the following steps:
starting a self-check of a micro-mechanical inertial navigation system;
the micro-mechanical inertial navigation system comprises a micro-accelerometer module and a micro-magnetometer module; when a truck is used for storing/taking goods, the micro-mechanical inertial navigation system is started up and self-checked, and sends the self-state to the control center through a wireless network in real time; if the self-checking fails, reporting a fault to a control center, and waiting for maintenance; if the self-checking is successful, reporting success to a control center, and sending an initial working instruction to the micro-mechanical inertial navigation system by the control center through a wireless network;
step two, initially preparing a micro-mechanical inertial navigation system;
the initial preparation work mode of the micro-mechanical inertial navigation system comprises the following two working modes:
(1) starting with the position information at the last shutdown (default mode);
the micromechanical inertial navigation system completes initial position binding by using the position information stored in the last shutdown; the course angle of the truck is calculated by using the micro magnetometer module (calibrated in advance), and the calculation formula is as follows:
Figure BDA0001493345000000091
in the formula: mx、MzThe outputs of the X-direction magnetometer and the Z-direction magnetometer are respectively, and the unit is gauss;
Figure BDA0001493345000000092
obtaining a local declination according to the earth magnetic field mode WMM2010, wherein the unit is an angle;
Figure BDA0001493345000000093
the unit is a course angle, the north and the west are positive, and the range is (0 degrees and 360 degrees);
the truck only runs along 4 movement directions, so that only 4 course angles of the truck are respectively 0 degree in the north direction, 90 degrees in the west direction, 180 degrees in the south direction and 270 degrees in the east direction (assuming that the storehouse is arranged in the south and east directions);
therefore, the correspondence between the truck driving heading angle and the magnetic heading angle is as follows:
Figure BDA0001493345000000094
the micro-mechanical inertial navigation system obtains the current position and the course angle of the truck to complete initial preparation work;
(2) starting with the position information of the locating point;
when the position information stored when the micro-mechanical inertial navigation system is shut down last time is invalid, the control center sends a forward or backward driving instruction to the truck to arrive at a nearby place for preparation; the micromechanical inertial navigation system obtains the current position by using the position label of the on-site to complete initial position binding; calculating the course angle of the truck by using the formulas (2) and (3) to finish the initial preparation work;
step three, planning a running path of the truck;
after the preparation of the initial freight car is finished, the current position, the course, the readiness and other information of the initial freight car are sent to a control center; the control center plans a running path for the delivery truck according to the current position of the delivery truck and the position of the express mail to be stored/taken;
step four, autonomous navigation positioning
After the truck receives the path planning of the control center, the truck utilizes an accelerometer of the micro-mechanical inertial navigation system to perform unidirectional positioning calculation in real time, and the calculation formula is as follows:
Figure BDA0001493345000000101
in the formula:
Figure BDA0001493345000000102
respectively outputting the specific force of the accelerometer after factory calibration compensation in m/s2;Ax、Ay、AzRespectively, the accelerometer outputs equivalent specific force along the carrier system, theoretically Ay、AzIs 0, the unit is m/s2;φx、φy、φzRespectively setting error angles between an accelerometer and a carrier coordinate system, and calibrating a micro-mechanical inertial navigation system after the micro-mechanical inertial navigation system is installed in a truck, wherein the unit is rad; v is the running speed of the truck, and the unit is m/s; v. of0The initial speed of the truck is 0, and the unit is m/s; p is the displacement of the truck in the advancing direction and the unit is m;
the calculated P value is converted into a position coordinate value appointed by the formula (1), and the micro-mechanical inertial navigation system sends the calculated position coordinate value to a control center in real time through a wireless network;
step five, zero-speed correction of errors of the micro-mechanical inertial navigation system is carried out;
when the truck waits for a command, avoids other vehicles and the like, the truck stops;
the micro-mechanical inertial navigation system automatically judges whether the truck is stopped by using the real-time output values of 3 accelerometers, and the judgment standards are as follows:
Figure BDA0001493345000000103
in the formula: the Gate is a threshold value and is set according to the micro-mechanical inertial navigation system and the actual use condition; when A is less than Gate, judging that the delivery truck is in a static state;
the micro-mechanical inertial navigation system adopts two channels for calculation:
(1) the position of one path of outward output is kept unchanged;
(2) and the other path of normal position is resolved, the accelerometer zero offset is calculated according to the speed variation, and the equivalent relation is as follows:
Figure BDA0001493345000000111
in the formula:
Figure BDA0001493345000000112
is the zero offset of an equivalent accelerometer with the unit of m/s2;Δvx、Δvy、ΔvzThe unit is the speed variation in the stationary period and is m/s; delta t is the zero speed correction time of the truck, and the unit is s;
the calculated accelerometer zero offset value corrects the accelerometer output, so that the precision of the micro-mechanical inertial navigation system is improved;
step six, correcting errors of the micro-mechanical inertial navigation system by using the positioning points
As shown in fig. 1, when a truck travels to a certain location point, the truck rotates (such as rotates 90 degrees left and rotates 90 degrees right) according to a path plan set by a control center, and after the truck rotates to the location point, the position of the micro-mechanical inertial navigation system is corrected by using a position label of the location point;
in addition, the micro-mechanical inertial navigation system solves the position information in 3 directions between two on-site points to match with the distance between the two on-site points accurately measured in advance, and can calculate the zero offset of the three accelerometers, as shown in fig. 2 and formula (7);
in FIG. 2
Figure BDA0001493345000000113
Respectively representing the movement displacement actually measured by the three accelerometers of the truck;
Figure BDA0001493345000000114
in the formula:
Figure BDA0001493345000000115
is the zero offset of an equivalent accelerometer with the unit of m/s2;PDatumThe actual distance between the two on-site points, namely the actual walking distance of the truck, is m; t is the travel time from one on-site to the next in units of s; the calculated accelerometer zero offset value corrects the accelerometer output, and the precision of the micro-mechanical inertial navigation system is improved.

Claims (6)

1. The autonomous navigation positioning method of the low-cost micro-mechanical inertial navigation system for the vehicle is characterized by comprising the following steps of:
two three-dimensional rectangular coordinate systems are defined as follows:
(1) a coordinate system of the truck-mounted body: a coordinate system taking the forward direction of the truck as an X axis, the upper part of the truck as a Y axis and the right side of the truck as a Z axis;
(2) navigation coordinate system: a coordinate system with north as N axis, the sky as U axis and east as E axis;
the storehouse is arranged according to the horizontal and vertical grid lines, the delivery truck runs along the grid lines, the horizontal and vertical crossed grid points are called as on-site points, the on-site points contain position labels, and the delivery truck obtains the current position according to the position labels; the transverse and longitudinal grid lines are interwoven into a net hole, and a plurality of storage grids are arranged in the net hole;
the positions of the storage grids and the positioning points in the storehouse are calibrated in advance;
the position coordinate form is shown in formula (1):
(N.XXXXX,E.XXXXX)(1)
in the formula: n is the Nth motion track from south to north, E is the E motion track from west to east; xxxxxx behind N is the distance between the cart and the nearest south-bound site in cm; xxxxxx behind E is the distance between the cart and the nearest west edge location point in cm;
(I) if the truck is driving north or south along a certain track, the position coordinate is (N.XXXXX, E);
then E is the E-th north-south path where the van is currently driving, N is the east-west path closest to the south of the van, and XXXXX after decimal point is the distance between the nearest local points of the van and the south;
(II) if the cart is traveling east or west along a track, the position coordinate is (N, e.xxxxxx);
then, N is the Nth west-east path where the van is currently driving, E is the south-north path closest to the west of the van, and XXXXX after decimal point is the distance between the van and the nearest position point of the west;
starting a self-check of a micro-mechanical inertial navigation system;
the micro-mechanical inertial navigation system comprises a micro-accelerometer module and a micro-magnetometer module; when a truck is used for storing/taking goods, the micro-mechanical inertial navigation system is started up and self-checked, and sends the self-state to the control center through a wireless network in real time; if the self-checking fails, reporting a fault to a control center to wait for maintenance; if the self-checking is successful, reporting success to a control center, and sending an initial working instruction to the micro-mechanical inertial navigation system by the control center through a wireless network;
step two, initially preparing a micro-mechanical inertial navigation system;
starting position information of the micro-mechanical inertial navigation system during shutdown;
the micromechanical inertial navigation system completes initial position binding by using the position information stored in the last shutdown; the course angle of the truck is calculated by using the micro magnetometer module, and the calculation formula is as follows:
Figure FDA0002687249980000021
in the formula: mx、MzThe outputs of the X-direction magnetometer and the Z-direction magnetometer are respectively, and the unit is gauss; obtaining a local declination according to the earth magnetic field mode WMM2010, wherein the unit is an angle; the unit is a course angle, the north and the west are positive, and the range is (0 degrees and 360 degrees);
the freight train only runs along 4 movement directions, and when the storehouse is arranged in the south and east directions, only 4 course angles of the freight train are respectively 0 degree in the north direction, 90 degrees in the west direction, 180 degrees in the south direction and 270 degrees in the east direction;
therefore, the correspondence between the truck driving heading angle and the magnetic heading angle is as follows:
Figure FDA0002687249980000022
the micro-mechanical inertial navigation system obtains the current position and the course angle of the truck to complete initial preparation work;
step three, planning a running path of the truck;
after the preparation of the initial freight car is finished, the current position, the course and the preparation information of the initial freight car are sent to a control center; the control center plans a running path for the truck according to the current position of the truck and the position of the article to be stored/taken;
step four, autonomous navigation positioning;
after the truck receives the path planning of the control center, the truck utilizes an accelerometer of the micro-mechanical inertial navigation system to perform unidirectional positioning calculation in real time, and the calculation formula is as follows:
Figure FDA0002687249980000023
Figure FDA0002687249980000031
in the formula:
Figure FDA0002687249980000032
respectively outputting the specific force of the accelerometer after factory calibration compensation in m/s2;Ax、Ay、AzRespectively, the accelerometer outputs equivalent specific force along the carrier system, theoretically Ay、AzIs 0, the unit is m/s2;φx、φy、φzRespectively setting error angles between an accelerometer and a carrier coordinate system, and calibrating a micro-mechanical inertial navigation system after the micro-mechanical inertial navigation system is installed in a truck, wherein the unit is rad; v is the running speed of the truck, and the unit is m/s; v. of0The initial speed of the truck is 0, and the unit is m/s; p is the displacement of the truck in the advancing direction and the unit is m;
the calculated P value is converted into a position coordinate value appointed by the formula (1), and the micro-mechanical inertial navigation system sends the calculated position coordinate value to the control center in real time through a wireless network.
2. The autonomous navigation and positioning method of the vehicular low-cost micro-mechanical inertial navigation system according to claim 1, further comprising the following steps:
step five, zero-speed correction of errors of the micro-mechanical inertial navigation system is carried out;
the truck is stopped when waiting for commands and avoiding other vehicle conditions;
the micro-mechanical inertial navigation system automatically judges whether the truck is stopped by using the real-time output values of 3 accelerometers, and the judgment standards are as follows:
Figure FDA0002687249980000033
in the formula: the Gate is a threshold value and is set according to the micro-mechanical inertial navigation system and the actual use condition; and when A is less than Gate, judging that the truck is in a static state.
3. The autonomous navigation and positioning method of the vehicular low-cost micro-mechanical inertial navigation system according to claim 2, wherein the micro-mechanical inertial navigation system adopts two channels for calculation:
(1) the position of one path of outward output is kept unchanged;
(2) and the other path of normal position is resolved, the accelerometer zero offset is calculated according to the speed variation, and the equivalent relation is as follows:
Figure FDA0002687249980000034
in the formula:
Figure FDA0002687249980000041
is the zero offset of an equivalent accelerometer with the unit of m/s2;Δvx、Δvy、ΔvzThe unit is the speed variation in the stationary period and is m/s; Δ t is the zero speed correction time of the truck in units of s.
4. The autonomous navigation and positioning method of the vehicular low-cost micro-mechanical inertial navigation system according to claim 1 or 2, further comprising the following steps:
sixthly, correcting errors of the micro-mechanical inertial navigation system by using the locating points;
and the truck drives to a certain in-place point, rotates according to the path plan set by the control center, and corrects the position of the micro-mechanical inertial navigation system by using the position label of the in-place point after rotating to the in-place point.
5. The autonomous navigation and positioning method of the vehicular low-cost micro-mechanical inertial navigation system according to claim 4, characterized in that: the micro-mechanical inertial navigation system solves the position information in 3 directions between two on-site points to match with the distance between the two on-site points accurately measured in advance, and calculates the zero offset of three accelerometers;
Figure FDA0002687249980000042
in the formula:
Figure FDA0002687249980000043
respectively representing the movement displacement actually measured by three accelerometers of the truck, wherein the unit is m;
Figure FDA0002687249980000044
is the zero offset of an equivalent accelerometer with the unit of m/s2;PDatumThe actual distance between the two on-site points, namely the actual walking distance of the truck, is m; t is the travel time from one on-site to the next in units of s.
6. The autonomous navigation and positioning method of the vehicular low-cost micro-mechanical inertial navigation system according to claim 1, wherein the micro-mechanical inertial navigation system is started according to the location information of the location point; when the position information stored when the micro-mechanical inertial navigation system is shut down last time is invalid, the control center sends a forward or backward driving instruction to the truck to arrive at a nearby place for preparation; the micromechanical inertial navigation system obtains the current position by using the position label of the on-site to complete initial position binding; and (3) calculating the course angle of the truck by using the formulas (2) and (3) to finish the initial preparation work.
CN201711260659.0A 2017-12-04 2017-12-04 Autonomous navigation positioning method for low-cost micro-mechanical inertial navigation system for vehicle Active CN109870156B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201711260659.0A CN109870156B (en) 2017-12-04 2017-12-04 Autonomous navigation positioning method for low-cost micro-mechanical inertial navigation system for vehicle

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201711260659.0A CN109870156B (en) 2017-12-04 2017-12-04 Autonomous navigation positioning method for low-cost micro-mechanical inertial navigation system for vehicle

Publications (2)

Publication Number Publication Date
CN109870156A CN109870156A (en) 2019-06-11
CN109870156B true CN109870156B (en) 2020-12-08

Family

ID=66915499

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201711260659.0A Active CN109870156B (en) 2017-12-04 2017-12-04 Autonomous navigation positioning method for low-cost micro-mechanical inertial navigation system for vehicle

Country Status (1)

Country Link
CN (1) CN109870156B (en)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111637887A (en) * 2020-06-01 2020-09-08 太原理工大学 Mining monorail crane positioning method based on inertia module
US20230213946A1 (en) * 2020-06-05 2023-07-06 Shenzhen August Robotics Technology Co., Ltd Vehicle Navigation Positioning Method and Apparatus, and Base Station, System and Readable Storage Medium
CN113758482B (en) * 2020-06-05 2024-04-12 深圳澳谷智能科技有限公司 Vehicle navigation positioning method, device, base station, system and readable storage medium
CN112945275B (en) * 2021-02-07 2022-09-30 无锡卡尔曼导航技术有限公司 Method for judging carrier forward and backward and integrated navigation course initial alignment
CN115410399A (en) * 2022-08-09 2022-11-29 北京科技大学 Truck parking method and device and electronic equipment

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8655588B2 (en) * 2011-05-26 2014-02-18 Crown Equipment Limited Method and apparatus for providing accurate localization for an industrial vehicle
WO2015104211A1 (en) * 2014-01-10 2015-07-16 Koninklijke Philips N.V. Feedback in a positioning system
CN103900569B (en) * 2014-03-28 2017-01-25 哈尔滨工程大学 Method for measuring integrated navigation attitude of micro-inertia navigation, DGPS (Differential Global Positioning System) and electronic compass
CN105180931A (en) * 2015-09-16 2015-12-23 成都四威高科技产业园有限公司 Inertial navigation system for storage AGV
CN105180932A (en) * 2015-09-16 2015-12-23 成都四威高科技产业园有限公司 Inertial navigation method applicable to AGV storage
CN107402012A (en) * 2016-05-20 2017-11-28 北京自动化控制设备研究所 A kind of Combinated navigation method of vehicle
CN116540739A (en) * 2017-07-21 2023-08-04 北京图森智途科技有限公司 Method and system for realizing automatic loading and unloading of vehicle and related equipment

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
物流搬运AGV的总体方案及其关键技术研究;吴伟涛;《中国优秀硕士学位论文全文数据库 工程科技Ⅱ辑》;20130915;全文 *
磁导航智能车路径信息采集***的设计与实现;王元哲等;《微型机与应用》;20111231;第30卷(第1期);全文 *

Also Published As

Publication number Publication date
CN109870156A (en) 2019-06-11

Similar Documents

Publication Publication Date Title
CN109870156B (en) Autonomous navigation positioning method for low-cost micro-mechanical inertial navigation system for vehicle
CN104537829B (en) A kind of intelligent transportation Physical Simulation Platform and the localization method for the intelligent transportation Physical Simulation Platform
CN107246868B (en) Collaborative navigation positioning system and navigation positioning method
US20210025713A1 (en) Lane line positioning method and apparatus, and storage medium thereof
CN107272008A (en) A kind of AGV Laser navigation systems with inertia compensation
EP2450763B1 (en) Global position and orientation estimation system for a vehicle in a passageway environment
CN102393744B (en) Navigation method of pilotless automobile
CN109508007A (en) A kind of agricultural machinery track following, obstacle avoidance system and method based on Multi-source Information Fusion
CN205121338U (en) AGV navigation based on image recognition and wireless network
CN104897161A (en) Indoor planimetric map making method based on laser ranging
CN107292048A (en) One kind is based on veDYNA tracks keeping method and system
CN103149937A (en) Transverse lateral curve flight-path tracking method based on curvature compensation
CN107025787A (en) A kind of motorcade logistic control method and system
CN106507913B (en) Combined positioning method for pipeline mapping
CN109813305B (en) Unmanned fork truck based on laser SLAM
CN104613982B (en) A kind of indoor integrated navigation simulation checking system
CN112129297A (en) Self-adaptive correction indoor positioning method for multi-sensor information fusion
CN109975817A (en) A kind of Intelligent Mobile Robot positioning navigation method and system
CN108594821A (en) Unmanned mine car positioning and autonomous tracing in intelligent vehicle
CN110763224A (en) Navigation method and navigation system for automatic guided transport vehicle
CN111474938A (en) Inertial navigation automatic guided vehicle and track determination method thereof
CN103955224A (en) Attitude control method for relative motion visual line tracking
CN103968848A (en) Navigation method and navigation system based on inertial sensor
CN103472844A (en) Mobile platform positioning system based on electronic tag automatic correcting
CN113703446A (en) Magnetic nail-based guidance vehicle navigation method and scheduling system

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant