CN108614574B - Centimeter-level satellite positioning intelligent unmanned agricultural machinery control system and method - Google Patents

Centimeter-level satellite positioning intelligent unmanned agricultural machinery control system and method Download PDF

Info

Publication number
CN108614574B
CN108614574B CN201810592430.5A CN201810592430A CN108614574B CN 108614574 B CN108614574 B CN 108614574B CN 201810592430 A CN201810592430 A CN 201810592430A CN 108614574 B CN108614574 B CN 108614574B
Authority
CN
China
Prior art keywords
unmanned agricultural
agricultural machine
remote control
module
control center
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
CN201810592430.5A
Other languages
Chinese (zh)
Other versions
CN108614574A (en
Inventor
巩朋成
谭颖
詹云峰
程慧芬
李灵
邓张惠
王自强
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.)
Hubei University of Technology
Original Assignee
Hubei University of Technology
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 Hubei University of Technology filed Critical Hubei University of Technology
Priority to CN201810592430.5A priority Critical patent/CN108614574B/en
Publication of CN108614574A publication Critical patent/CN108614574A/en
Application granted granted Critical
Publication of CN108614574B publication Critical patent/CN108614574B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/08Control of attitude, i.e. control of roll, pitch, or yaw
    • G05D1/0808Control of attitude, i.e. control of roll, pitch, or yaw specially adapted for aircraft
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05DSYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/10Simultaneous control of position or course in three dimensions
    • G05D1/101Simultaneous control of position or course in three dimensions specially adapted for aircraft

Landscapes

  • Engineering & Computer Science (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Guiding Agricultural Machines (AREA)
  • Control Of Position, Course, Altitude, Or Attitude Of Moving Bodies (AREA)

Abstract

The invention provides a centimeter-level satellite positioning intelligent unmanned agricultural machinery control system and method. The system of the invention comprises: the device comprises a millimeter radar obstacle avoidance module, a camera obstacle avoidance module, an air pressure sensor, a temperature sensor, a liquid state sensor, a three-axis sensor, a first satellite positioning module, a PixHawk flight controller, a propulsion motor driving module, a propulsion motor, an angle motor driving module, an angle motor, a first wireless transmission module, a second wireless transmission module, a remote control center and a second satellite positioning module. The method comprises the steps of calculating the actual position of the unmanned agricultural machine through the actual position of the remote control center, the measured position of the remote control center and the measured position of the unmanned agricultural machine, calculating a PWM signal of a propulsion motor and a PWM signal of an angle motor according to the actual position and the target position of the unmanned agricultural machine, and controlling the propulsion motor and the PWM signal of the angle motor through the PWM signal of the propulsion motor to control the angle motor so that the unmanned agricultural machine moves to the target position. The invention has the advantage of improving the motion precision.

Description

Centimeter-level satellite positioning intelligent unmanned agricultural machinery control system and method
Technical Field
The invention belongs to the field of agricultural intelligence, in particular to a centimeter-level satellite positioning intelligent unmanned agricultural machine control system and method, which are applicable to high-precision intelligent unmanned agricultural machine systems in hills and mountainous areas.
Background
Since ancient times, China is a farming big country and has a deep history in the aspect of planting crops. With the development of science and technology, various agricultural and mechanical technologies come out successively. At present, remote operation control centers of large cooperative agencies and farms in northeast and Xinjiang of China are established, information management personnel can uniformly schedule agricultural machines and manipulators according to operation needs by using a Beidou satellite system, and the position, the state and the operation amount of each agricultural machine can be known in the control centers. However, most of these products are complicated to operate, require a person with driving experience to operate the vehicle, and cause the cost investment of farmers to be increased sharply whether the operator is hired or the agricultural operation is learned by self. In addition, big dipper civil systems plane direction error reaches tens meters, and the altitude error has reached the twice of plane direction error more for agricultural machinery is irregular in these shapes of hills, mountain region, and the possibility that the independently intelligent operation was carried out in the farmland of landform unevenness becomes extremely low.
Disclosure of Invention
The invention provides a centimeter-level high-precision satellite positioning intelligent agricultural control system and method, aiming at overcoming the defects that the existing agricultural machine system is low in positioning precision, complex in operation, high in investment cost and incapable of independently working in scattered land in hilly areas, mountain areas and other areas.
The technical scheme of the system is a centimeter-level satellite positioning intelligent unmanned agricultural machinery control system, which is characterized by comprising the following steps: the system comprises a millimeter radar obstacle avoidance module, a camera obstacle avoidance module, an air pressure sensor, a temperature sensor, a liquid sensor, a three-axis sensor, a first satellite positioning module, a PixHawk flight controller, a propulsion motor driving module, a propulsion motor, an angle motor driving module, an angle motor, a first wireless transmission module, a second wireless transmission module, a remote control center and a second satellite positioning module;
the millimeter radar obstacle avoidance module is connected with the PixHawk flight controller through a lead; the camera obstacle avoidance module is connected with the PixHawk flight controller through a wire; the air pressure sensor is connected with the PixHawk flight controller through a lead; the temperature sensor is connected with the PixHawk flight controller through a lead; the liquid sensor is connected with the PixHawk flight controller through a lead; the three-axis sensor is connected with the PixHawk flight controller through a lead; the first satellite positioning module is connected with the PixHawk flight controller through a lead; the PixHawk flight controller, the propulsion motor driving module and the propulsion motor are sequentially connected in series through a lead; the PixHawk flight controller, the angle motor driving module and the angle motor are sequentially connected in series through a lead; the PixHawk flight controller is connected with the first wireless transmission module through a wire; the first wireless transmission module is connected with the second wireless transmission module in a wireless communication mode; the second wireless transmission module is connected with the remote control center through a lead; the second satellite positioning module is connected with the remote control center through a lead.
Preferably, the millimeter radar obstacle avoidance module is used for acquiring radar signals of the obstacle; the camera obstacle avoidance module is used for acquiring obstacle image signals; the air pressure sensor is used for acquiring the altitude; the temperature sensor is used for acquiring the ambient temperature; the liquid sensor is used for collecting the oil mass of the unmanned agricultural machinery; the three-axis sensor is used for acquiring the attitude of the unmanned agricultural machine; the first satellite positioning module is used for measuring the unmanned agricultural machinery measuring position; the PixHawk flight controller is used for obtaining the distance between an obstacle and the unmanned agricultural machinery according to the obstacle radar signal, and identifying the obstacle by combining the obstacle image signal, so as to avoid the obstacle; the second satellite positioning module is used for measuring the measurement position of the remote control center; the remote control center transmits the actual position of the remote control center, the measured position of the remote control center and the target position of the unmanned agricultural machine to the first wireless communication module, and transmits the actual position, the measured position and the target position of the unmanned agricultural machine to the PixHawk flight controller in a wireless communication mode through the first wireless communication module; the PixHawk flight controller transmits an obstacle radar signal, an obstacle image signal, an unmanned agricultural machine altitude, an ambient temperature, an unmanned agricultural machine oil quantity, an unmanned agricultural machine attitude and an unmanned agricultural machine measuring position to the second wireless communication module through the first wireless transmission module in a wireless communication mode, and the second wireless communication module transmits the obstacle radar signal, the obstacle image signal, the unmanned agricultural machine altitude, the ambient temperature, the unmanned agricultural machine oil quantity, the unmanned agricultural machine attitude and the unmanned agricultural machine measuring position to the remote control center; the PixHawk flight controller calculates the actual position of the unmanned agricultural machine through the actual position of a remote control center, the measured position of the remote control center and the measured position of the unmanned agricultural machine, calculates a PWM signal of a propulsion motor and a PWM signal of an angle motor according to the actual position of the unmanned agricultural machine and the target position of the unmanned agricultural machine, amplifies current through the propulsion motor driving module according to the PWM signal of the propulsion motor to control the propulsion motor, amplifies current through the angle motor driving module according to the PWM signal of the angle motor to control the angle motor, and enables the unmanned agricultural machine to move to the target position of the unmanned agricultural machine.
The technical scheme of the method is a centimeter-level satellite positioning intelligent unmanned agricultural machinery control method, which is characterized by comprising the following steps:
step 1: the PixHawk flight controller calculates the actual position of the unmanned agricultural machine through the actual position of the remote control center, the measurement position of the remote control center and the measurement position of the unmanned agricultural machine;
step 2: calculating the PWM signal duty ratio of a propulsion motor and the PWM signal duty ratio of an angle motor according to the actual position of the unmanned agricultural machine and the target position of the unmanned agricultural machine;
and step 3: the propulsion motor is controlled by the PWM signal duty ratio of the propulsion motor, and the angle motor is controlled by the PWM signal duty ratio of the angle motor;
preferably, the actual position of the remote control center in the step 1 is an actual calibration position of the remote control center on the unmanned agricultural machinery movement plane:
(X0,Y0)
wherein, X0Is the coordinate of the actual position of the remote control center on the X axis on the motion plane of the unmanned agricultural machine, Y0The coordinate of the actual position of the remote control center on the Y axis on the unmanned agricultural machinery movement plane is obtained;
in step 1, the actual position of the remote control center is a position measured by the remote control center through a second satellite positioning module:
(X,Y)
wherein X is a coordinate of a remote control center measuring position on an X axis on the unmanned agricultural machine moving plane, and Y is a coordinate of a remote control center measuring position on a Y axis on the unmanned agricultural machine moving plane;
the unmanned agricultural machinery measurement position in the step 1 is a position obtained by measurement of a first satellite positioning module:
(X'p,Y′p)
wherein, X'pMeasuring position coordinates, Y ', for the unmanned agricultural machine on the X-axis on the plane of motion of the unmanned agricultural machine'pFor unmanned agricultural machinery on Y-axis on motion planeMeasuring position coordinates by a machine;
the actual positions of the unmanned agricultural machinery in the step 1 are as follows:
(Xp,Yp)
Figure BDA0001691005950000031
wherein, XpIs the coordinate of the actual position of the unmanned agricultural machine on the X axis on the movement plane of the unmanned agricultural machine, YpThe coordinate of the actual position of the unmanned agricultural machine on the Y axis on the motion plane of the unmanned agricultural machine is obtained;
preferably, the actual position of the unmanned agricultural machine in the step 2 is calculated according to the (X) in the step 1p,Yp);
In the step 2, the target positions of the unmanned agricultural machinery are as follows:
(XT,YT)
wherein, XTIs the coordinate of the target position of the unmanned agricultural machine on the X axis on the movement plane of the unmanned agricultural machine, YTCoordinates of the target position of the unmanned agricultural machine on the Y axis on the movement plane of the unmanned agricultural machine are obtained;
in the step 1, the duty ratio of the PWM signal of the propulsion motor is as follows:
Figure BDA0001691005950000041
wherein k is1Controlling a coefficient for a PWM signal of a propulsion motor;
in the step 1, the PWM signal duty ratio of the angle motor is as follows:
Figure BDA0001691005950000042
wherein k is2The angle motor PWM signal control coefficient is adopted, and theta is the unmanned agricultural machine attitude, namely the unmanned agricultural machine movement angle, acquired according to the three-axis sensor;
preferably, said control propulsion motor in step 3 is a PixHawk flight controller according to step 2PWM signal duty ratio D of propulsion motor1Generating a propulsion motor PWM control signal, and carrying out current amplification on the propulsion motor PWM control signal through a propulsion motor driving module to control a propulsion motor;
in the step 3, the angle motor is controlled by a PixHawk flight controller according to the duty ratio D of the PWM signal of the angle motor in the step 22And generating an angle motor PWM control signal, and carrying out current amplification on the angle motor PWM signal through the angle motor driving module to control the angle motor, so that the unmanned agricultural machine moves to an unmanned agricultural machine target position.
The invention has the beneficial effects that: after carrying on this device on current agricultural machinery basis, corresponding action can be made to the small area farmland circumstances that these geomorphology are uneven, the shape is inconsistent to hills, mountain region intelligence under remote control center's dispatch to agricultural machinery. The invention makes up the defects of high operation requirement and large positioning error of the existing agricultural machinery, and particularly plays a certain role in reducing the cost of farmers. Can realize intelligent operation on unmanned basis, can also provide the safety guarantee when carrying out the operation to agricultural machinery at hills, mountain region on high accuracy satellite positioning's basis, realize steadily traveling, accurate operation.
Drawings
FIG. 1: the invention is a system structure block diagram;
FIG. 2: a method flow diagram of the invention;
FIG. 3: the drift route of the unmanned agricultural machinery is positioned by a conventional satellite;
FIG. 4: the invention locates the drift route of the unmanned agricultural machinery;
FIG. 5: a circuit diagram of a 400 m circular playground test.
Detailed Description
In order to facilitate the understanding and implementation of the present invention for those of ordinary skill in the art, the present invention is further described in detail with reference to the accompanying drawings and examples, it is to be understood that the embodiments described herein are merely illustrative and explanatory of the present invention and are not restrictive thereof.
In order to facilitate the understanding and implementation of the present invention for those of ordinary skill in the art, the present invention is further described in detail with reference to the accompanying drawings and examples, it is to be understood that the embodiments described herein are merely illustrative and explanatory of the present invention and are not restrictive thereof.
A block diagram of the system architecture of a real-time embodiment of the present invention is shown in fig. 1. The technical scheme of the real-time mode system is a centimeter-level satellite positioning intelligent unmanned agricultural machinery control system, which is characterized by comprising the following steps: the system comprises a millimeter radar obstacle avoidance module, a camera obstacle avoidance module, an air pressure sensor, a temperature sensor, a liquid sensor, a three-axis sensor, a first satellite positioning module, a PixHawk flight controller, a propulsion motor driving module, a propulsion motor, an angle motor driving module, an angle motor, a first wireless transmission module, a second wireless transmission module, a remote control center and a second satellite positioning module;
the millimeter radar obstacle avoidance module is connected with the PixHawk flight controller through a lead; the camera obstacle avoidance module is connected with the PixHawk flight controller through a wire; the air pressure sensor is connected with the PixHawk flight controller through a lead; the temperature sensor is connected with the PixHawk flight controller through a lead; the liquid sensor is connected with the PixHawk flight controller through a lead; the three-axis sensor is connected with the PixHawk flight controller through a lead; the first satellite positioning module is connected with the PixHawk flight controller through a lead; the PixHawk flight controller, the propulsion motor driving module and the propulsion motor are sequentially connected in series through a lead; the PixHawk flight controller, the angle motor driving module and the angle motor are sequentially connected in series through a lead; the PixHawk flight controller is connected with the first wireless transmission module through a wire; the first wireless transmission module is connected with the second wireless transmission module in a wireless communication mode; the second wireless transmission module is connected with the remote control center through a lead; the second satellite positioning module is connected with the remote control center through a lead.
The millimeter radar obstacle avoidance module is used for acquiring radar signals of obstacles; the camera obstacle avoidance module is used for acquiring obstacle image signals; the air pressure sensor is used for acquiring the altitude; the temperature sensor is used for acquiring the ambient temperature; the liquid sensor is used for collecting the oil mass of the unmanned agricultural machinery; the three-axis sensor is used for acquiring the attitude of the unmanned agricultural machine; the first satellite positioning module is used for measuring the unmanned agricultural machinery measuring position; the PixHawk flight controller is used for obtaining the distance between an obstacle and the unmanned agricultural machinery according to the obstacle radar signal, and identifying the obstacle by combining the obstacle image signal, so as to avoid the obstacle; the second satellite positioning module is used for measuring the measurement position of the remote control center; the remote control center transmits the actual position of the remote control center, the measured position of the remote control center and the target position of the unmanned agricultural machine to the first wireless communication module, and transmits the actual position, the measured position and the target position of the unmanned agricultural machine to the PixHawk flight controller in a wireless communication mode through the first wireless communication module; the PixHawk flight controller transmits an obstacle radar signal, an obstacle image signal, an unmanned agricultural machine altitude, an ambient temperature, an unmanned agricultural machine oil quantity, an unmanned agricultural machine attitude and an unmanned agricultural machine measuring position to the second wireless communication module through the first wireless transmission module in a wireless communication mode, and the second wireless communication module transmits the obstacle radar signal, the obstacle image signal, the unmanned agricultural machine altitude, the ambient temperature, the unmanned agricultural machine oil quantity, the unmanned agricultural machine attitude and the unmanned agricultural machine measuring position to the remote control center; the PixHawk flight controller calculates the actual position of the unmanned agricultural machine through the actual position of a remote control center, the measured position of the remote control center and the measured position of the unmanned agricultural machine, calculates a PWM signal of a propulsion motor and a PWM signal of an angle motor according to the actual position of the unmanned agricultural machine and the target position of the unmanned agricultural machine, amplifies current through the propulsion motor driving module according to the PWM signal of the propulsion motor to control the propulsion motor, amplifies current through the angle motor driving module according to the PWM signal of the angle motor to control the angle motor, and enables the unmanned agricultural machine to move to the target position of the unmanned agricultural machine.
The millimeter radar obstacle avoidance module is selected to be STRADA 431; the type of the camera obstacle avoidance module is Robert C270; the air pressure sensor is selected as MS 5611; the temperature sensor is selected to be DS18B 20; the liquid state sensor is selected to be XKC-Y25-V; the type of the three-axis sensor is PU 6000; the first satellite positioning module is selected to be NEO-M8P (Rover end); the type of the PixHawk flight controller is PixHawk2.4.8; the type of the propulsion motor driving module is 320A air-cooled brushed electric regulation; the type of the propulsion motor is a JGB37550 direct current motor; the type of the angle motor driving module is PCA 9685; the angle motor is selected to be SG 90; the type selection of the first wireless transmission module is CUAV-3DR data transmission; the type selection of the second wireless transmission module is CUAV-3DR data transmission; the second satellite positioning module NEO-M8P.
The following describes specific method steps of the embodiment of the present invention with reference to fig. 1 and 2. The implementation mode of the invention comprises the following steps:
step 1: the PixHawk flight controller calculates the actual position of the unmanned agricultural machine through the actual position of the remote control center, the measurement position of the remote control center and the measurement position of the unmanned agricultural machine;
in the step 1, the actual position of the remote control center is the actual calibration position of the remote control center on the unmanned agricultural machinery movement plane:
(X0,Y0)
wherein, X0Is the coordinate of the actual position of the remote control center on the X axis on the motion plane of the unmanned agricultural machine, Y0The coordinate of the actual position of the remote control center on the Y axis on the unmanned agricultural machinery movement plane is obtained;
in step 1, the actual position of the remote control center is a position measured by the remote control center through a second satellite positioning module:
(X,Y)
wherein X is a coordinate of a remote control center measuring position on an X axis on the unmanned agricultural machine moving plane, and Y is a coordinate of a remote control center measuring position on a Y axis on the unmanned agricultural machine moving plane;
the unmanned agricultural machinery measurement position in the step 1 is a position obtained by measurement of a first satellite positioning module:
(X'p,Y′p)
wherein, X'pMeasuring position coordinates, Y ', for the unmanned agricultural machine on the X-axis on the plane of motion of the unmanned agricultural machine'pMeasuring a position coordinate for the unmanned agricultural machine on the Y axis on the unmanned agricultural machine movement plane;
the actual positions of the unmanned agricultural machinery in the step 1 are as follows:
(Xp,Yp)
Figure BDA0001691005950000071
wherein, XpIs the coordinate of the actual position of the unmanned agricultural machine on the X axis on the movement plane of the unmanned agricultural machine, YpThe coordinate of the actual position of the unmanned agricultural machine on the Y axis on the motion plane of the unmanned agricultural machine is obtained;
step 2: calculating the PWM signal duty ratio of a propulsion motor and the PWM signal duty ratio of an angle motor according to the actual position of the unmanned agricultural machine and the target position of the unmanned agricultural machine;
the actual position of the unmanned agricultural machinery in the step 2 is calculated according to the step 1 (X)p,Yp);
In the step 2, the target positions of the unmanned agricultural machinery are as follows:
(XT,YT)
wherein, XTIs the coordinate of the target position of the unmanned agricultural machine on the X axis on the movement plane of the unmanned agricultural machine, YTCoordinates of the target position of the unmanned agricultural machine on the Y axis on the movement plane of the unmanned agricultural machine are obtained;
in the step 1, the duty ratio of the PWM signal of the propulsion motor is as follows:
Figure BDA0001691005950000081
wherein k is1Controlling a coefficient for a PWM signal of a propulsion motor;
in the step 1, the PWM signal duty ratio of the angle motor is as follows:
Figure BDA0001691005950000082
wherein k is2The angle motor PWM signal control coefficient is adopted, and theta is the unmanned agricultural machine attitude, namely the unmanned agricultural machine movement angle, acquired according to the three-axis sensor;
and step 3: the propulsion motor is controlled by the PWM signal duty ratio of the propulsion motor, and the angle motor is controlled by the PWM signal duty ratio of the angle motor;
in the step 3, the propulsion motor is controlled by a PixHawk flight controller according to the duty ratio D of the PWM signal of the propulsion motor in the step 21Generating a propulsion motor PWM control signal, and carrying out current amplification on the propulsion motor PWM control signal through a propulsion motor driving module to control a propulsion motor;
in the step 3, the angle motor is controlled by a PixHawk flight controller according to the duty ratio D of the PWM signal of the angle motor in the step 22And generating an angle motor PWM control signal, and carrying out current amplification on the angle motor PWM signal through the angle motor driving module to control the angle motor, so that the unmanned agricultural machine moves to an unmanned agricultural machine target position.
The effect of the invention is illustrated by the following comparison of positioning drift experiments of unmanned agricultural machinery. FIG. 3 is a diagram of a conventional satellite positioning vehicle drifting path when stationary, with a drift length of about 2.5 meters; fig. 4 shows the drift path of the car when stationary after positioning according to the invention, the position of which is always fixed. As can be seen from a comparison of fig. 3 and 4, the drift is negligible compared to the drift using satellite positioning using the control system and method of the present invention. FIG. 4 also allows for the remote control center to be observed when high precision positioning is used; fig. 5 is a circuit diagram of a 400 m circular playground test, 12 working points are arranged, a white arrow points to a line segment which is an optimal operation line intelligently configured by a remote control center according to the working points, a black line is a line for the unmanned agricultural machinery to autonomously travel according to a set optimal working line, and it can be seen from the diagram that the autonomous travel line of the unmanned agricultural machinery is basically overlapped with the set working line.
Although terms such as millimeter radar obstacle avoidance module, camera obstacle avoidance module, barometric pressure sensor, temperature sensor, liquid state sensor, three-axis sensor, first satellite positioning module, PixHawk flight controller, propulsion motor drive module, propulsion motor, angle motor drive module, angle motor, first wireless transmission module, second wireless transmission module, remote control center, second satellite positioning module are used more often herein, the possibility of using other terms is not excluded. These terms are used merely to more conveniently describe the nature of the invention and they are to be construed as any additional limitation which is not in accordance with the spirit of the invention.
It should be understood that the above description of the preferred embodiments is given for clarity and not for any purpose of limitation, and that various changes, substitutions and alterations can be made herein without departing from the spirit and scope of the invention as defined by the appended claims.

Claims (1)

1. A control method based on a centimeter-level satellite positioning intelligent unmanned agricultural machinery control system is characterized by comprising the following steps: the system comprises a millimeter radar obstacle avoidance module, a camera obstacle avoidance module, an air pressure sensor, a temperature sensor, a liquid sensor, a three-axis sensor, a first satellite positioning module, a PixHawk flight controller, a propulsion motor driving module, a propulsion motor, an angle motor driving module, an angle motor, a first wireless transmission module, a second wireless transmission module, a remote control center and a second satellite positioning module; the millimeter radar obstacle avoidance module is connected with the PixHawk flight controller through a lead; the camera obstacle avoidance module is connected with the PixHawk flight controller through a wire; the air pressure sensor is connected with the PixHawk flight controller through a lead; the temperature sensor is connected with the PixHawk flight controller through a lead; the liquid sensor is connected with the PixHawk flight controller through a lead; the three-axis sensor is connected with the PixHawk flight controller through a lead; the first satellite positioning module is connected with the PixHawk flight controller through a lead; the PixHawk flight controller, the propulsion motor driving module and the propulsion motor are sequentially connected in series through a lead; the PixHawk flight controller, the angle motor driving module and the angle motor are sequentially connected in series through a lead; the PixHawk flight controller is connected with the first wireless transmission module through a wire; the first wireless transmission module is connected with the second wireless transmission module in a wireless communication mode; the second wireless transmission module is connected with the remote control center through a lead; the second satellite positioning module is connected with the remote control center through a wire;
the millimeter radar obstacle avoidance module is used for acquiring obstacle radar signals; the camera obstacle avoidance module is used for acquiring obstacle image signals; the air pressure sensor is used for acquiring the altitude; the temperature sensor is used for acquiring the ambient temperature; the liquid sensor is used for collecting the oil mass of the unmanned agricultural machinery; the three-axis sensor is used for acquiring the attitude of the unmanned agricultural machine; the first satellite positioning module is used for measuring the unmanned agricultural machinery measuring position; the PixHawk flight controller is used for obtaining the distance between an obstacle and the unmanned agricultural machinery according to the obstacle radar signal, and identifying the obstacle by combining the obstacle image signal, so as to avoid the obstacle; the second satellite positioning module is used for measuring the measurement position of the remote control center; the remote control center transmits the actual position of the remote control center, the measured position of the remote control center and the target position of the unmanned agricultural machine to the first wireless transmission module, and transmits the actual position, the measured position and the target position of the unmanned agricultural machine to the PixHawk flight controller in a wireless communication mode through the first wireless transmission module; the PixHawk flight controller transmits an obstacle radar signal, an obstacle image signal, an unmanned agricultural machine altitude, an ambient temperature, an unmanned agricultural machine oil quantity, an unmanned agricultural machine attitude and an unmanned agricultural machine measuring position to the second wireless transmission module through the first wireless transmission module in a wireless communication mode, and the second wireless transmission module transmits the obstacle radar signal, the obstacle image signal, the unmanned agricultural machine altitude, the ambient temperature, the unmanned agricultural machine oil quantity, the unmanned agricultural machine attitude and the unmanned agricultural machine measuring position to the remote control center; the PixHawk flight controller calculates the actual position of the unmanned agricultural machine through the actual position of a remote control center, the measured position of the remote control center and the measured position of the unmanned agricultural machine, calculates a PWM signal of a propulsion motor and a PWM signal of an angle motor according to the actual position of the unmanned agricultural machine and the target position of the unmanned agricultural machine, performs current amplification through the propulsion motor driving module according to the PWM signal of the propulsion motor to control the propulsion motor, performs current amplification through the angle motor driving module according to the PWM signal of the angle motor to control the angle motor, and enables the unmanned agricultural machine to move to the target position of the unmanned agricultural machine;
the control method comprises the following steps:
step 1: the PixHawk flight controller calculates the actual position of the unmanned agricultural machine through the actual position of the remote control center, the measurement position of the remote control center and the measurement position of the unmanned agricultural machine;
step 2: calculating the PWM signal duty ratio of a propulsion motor and the PWM signal duty ratio of an angle motor according to the actual position of the unmanned agricultural machine and the target position of the unmanned agricultural machine;
and step 3: the propulsion motor is controlled by the PWM signal duty ratio of the propulsion motor, and the angle motor is controlled by the PWM signal duty ratio of the angle motor;
in the step 1, the actual position of the remote control center is the actual calibration position of the remote control center on the unmanned agricultural machinery movement plane:
(X0,Y0)
wherein, X0Is the coordinate of the actual position of the remote control center on the X axis on the motion plane of the unmanned agricultural machine, Y0The coordinate of the actual position of the remote control center on the Y axis on the unmanned agricultural machinery movement plane is obtained;
in step 1, the actual position of the remote control center is a position measured by the remote control center through a second satellite positioning module:
(X,Y)
wherein X is a coordinate of a remote control center measuring position on an X axis on the unmanned agricultural machine moving plane, and Y is a coordinate of a remote control center measuring position on a Y axis on the unmanned agricultural machine moving plane;
the unmanned agricultural machinery measurement position in the step 1 is a position obtained by measurement of a first satellite positioning module:
(X'p,Y'p)
wherein, X'pMeasuring position coordinates, Y ', for the unmanned agricultural machine on the X-axis on the plane of motion of the unmanned agricultural machine'pMeasuring a position coordinate for the unmanned agricultural machine on the Y axis on the unmanned agricultural machine movement plane;
the actual positions of the unmanned agricultural machinery in the step 1 are as follows:
(Xp,Yp)
Figure FDA0003065451080000031
wherein, XpIs the coordinate of the actual position of the unmanned agricultural machine on the X axis on the movement plane of the unmanned agricultural machine, YpThe coordinate of the actual position of the unmanned agricultural machine on the Y axis on the motion plane of the unmanned agricultural machine is obtained;
the actual position of the unmanned agricultural machinery in the step 2 is calculated according to the step 1 (X)p,Yp);
In the step 2, the target positions of the unmanned agricultural machinery are as follows:
(XT,YT)
wherein, XTIs the coordinate of the target position of the unmanned agricultural machine on the X axis on the movement plane of the unmanned agricultural machine, YTCoordinates of the target position of the unmanned agricultural machine on the Y axis on the movement plane of the unmanned agricultural machine are obtained;
in the step 2, the duty ratio of the PWM signal of the propulsion motor is as follows:
Figure FDA0003065451080000032
wherein k is1Controlling a coefficient for a PWM signal of a propulsion motor;
in the step 2, the PWM signal duty ratio of the angle motor is as follows:
Figure FDA0003065451080000033
wherein k is2The angle motor PWM signal control coefficient is adopted, and theta is the unmanned agricultural machine attitude, namely the unmanned agricultural machine movement angle, acquired according to the three-axis sensor;
in the step 3, the propulsion motor is controlled by a PixHawk flight controller according to the duty ratio D of the PWM signal of the propulsion motor in the step 21Generating a propulsion motor PWM control signal, and carrying out current amplification on the propulsion motor PWM control signal through a propulsion motor driving module to control a propulsion motor;
in the step 3, the angle motor is controlled by a PixHawk flight controller according to the duty ratio D of the PWM signal of the angle motor in the step 22And generating an angle motor PWM control signal, and carrying out current amplification on the angle motor PWM signal through the angle motor driving module to control the angle motor, so that the unmanned agricultural machine moves to an unmanned agricultural machine target position.
CN201810592430.5A 2018-06-11 2018-06-11 Centimeter-level satellite positioning intelligent unmanned agricultural machinery control system and method Active CN108614574B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201810592430.5A CN108614574B (en) 2018-06-11 2018-06-11 Centimeter-level satellite positioning intelligent unmanned agricultural machinery control system and method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201810592430.5A CN108614574B (en) 2018-06-11 2018-06-11 Centimeter-level satellite positioning intelligent unmanned agricultural machinery control system and method

Publications (2)

Publication Number Publication Date
CN108614574A CN108614574A (en) 2018-10-02
CN108614574B true CN108614574B (en) 2021-07-02

Family

ID=63664819

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810592430.5A Active CN108614574B (en) 2018-06-11 2018-06-11 Centimeter-level satellite positioning intelligent unmanned agricultural machinery control system and method

Country Status (1)

Country Link
CN (1) CN108614574B (en)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109407667A (en) * 2018-10-25 2019-03-01 丰疆智慧农业股份有限公司 Intelligent agricultural machinery control method and control system
CN111123935B (en) * 2019-12-26 2023-10-27 未来机器人(深圳)有限公司 Control signal generation device and method applied to unmanned forklift

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN202453734U (en) * 2011-12-28 2012-09-26 长安大学 Automatic-tracking intelligent car controller based on electromagnetic guidance
CN104459740A (en) * 2014-11-12 2015-03-25 广东工业大学 High-precision position differential positioning method of positioning terminal
CN104842822A (en) * 2015-05-26 2015-08-19 山东省计算中心(国家超级计算济南中心) High-precision Beidou positioning based universal automatic driving control device for agricultural machinery
CN105005249A (en) * 2015-08-24 2015-10-28 铜陵学院 Fully automatic four-wheel two-core high speed fire extinguishing robot servo controller
CN105607634B (en) * 2015-12-30 2018-07-24 广州中海达定位技术有限公司 A kind of agricultural machinery automatic navigation control system
CN206421229U (en) * 2017-01-22 2017-08-18 无锡卡尔曼导航技术有限公司 A kind of agricultural machinery automatic Pilot control device based on the Big Dipper
CN206696705U (en) * 2017-05-16 2017-12-01 南宁职业技术学院 The vehicle-mounted navigation controller of agricultural machinery based on fuzzy control

Also Published As

Publication number Publication date
CN108614574A (en) 2018-10-02

Similar Documents

Publication Publication Date Title
US11892855B2 (en) Robot with perception capability of livestock and poultry information and mapping approach based on autonomous navigation
CN107992049B (en) Modularized automatic driving control device of rice direct seeding machine and control method thereof
Milanés et al. Autonomous vehicle based in cooperative GPS and inertial systems
WO2019104581A1 (en) Track generating method and apparatus, and unmanned ground vehicle
WO2016197986A1 (en) High-precision autonomous obstacle-avoidance flying method for unmanned plane
CN109717175B (en) Intelligent self-walking type spraying system for orchard and control method thereof
CN102393744B (en) Navigation method of pilotless automobile
CN109115225A (en) A kind of unmanned operation grain combine air navigation aid and navigation device
CN110715665B (en) Field crop phenotype monitoring robot and navigation method thereof
CN110716549A (en) Autonomous navigation robot system for map-free area patrol and navigation method thereof
CN108614574B (en) Centimeter-level satellite positioning intelligent unmanned agricultural machinery control system and method
CN109813305B (en) Unmanned fork truck based on laser SLAM
Durmuş et al. Data acquisition from greenhouses by using autonomous mobile robot
CN112015200A (en) Agricultural unmanned aerial vehicle group cooperative operation system, cooperative operation method and unmanned aerial vehicle
Hu et al. Path planning of UGV based on Bézier curves
CN114089650B (en) Intelligent farmland pesticide spraying electronic automatic control system based on Internet of things
US20240172577A1 (en) Control system for agricultural machine and agriculture management system
Corpe et al. GPS-guided modular design mobile robot platform for agricultural applications
Tiwari et al. Approach for Autonomous Robot Navigation in Greenhouse Environment for Integrated Pest Management
CN207367055U (en) A kind of guide device based on monocular vision and Multi-sensor Fusion
CN114281109A (en) Multi-machine cooperation control system guided by unmanned aerial vehicle
KR102423114B1 (en) Unmanned vehicle autonomous driving system and method using the same
Hameed et al. Task and motion planning for selective weed conrol using a team of autonomous vehicles
Luo et al. Synchronous Tracking Control for Agricultural Wide-Span Implement Carrier (WSIC)
Pattinson et al. Galileo enhanced solution for pest detection and control in greenhouses with autonomous service robots

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