CN108592910A - A kind of agricultural unmanned aerodynamic ship paths planning method based on wind direction - Google Patents
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Abstract
本发明公开一种基于风向的农用无人空气动力船路径规划方法,包括步骤:获取水田边缘角点的位置坐标信息;根据空气动力船的转弯半径和水稻种植情况,设定作业区域距离水田边缘的安全距离;利用风向传感器监测风向信息,并对风向作标准值处理;根据风向信息,设定空气动力船在作业区域内的初始路径方向、初始转向和路径行间距;寻找距离首条路径最近的水田边缘角点,建立过该角点并与初始路径方向平行的直线;根据初始转向和路径行间距,在作业区域内规划n条与上述直线平行的路径,当路径与作业区域的边界交点小于2时,完成作业区域内的路径规划。本发明可以大幅度降低外界风对无人空气动力船航向的干扰,减小航行中的侧向漂移。
The invention discloses a path planning method for agricultural unmanned aerodynamic boats based on wind direction, which comprises the steps of: obtaining position coordinate information of corner points on the edge of paddy fields; and setting the distance between the working area and the edge of paddy fields according to the turning radius of the aerodynamic boat and the planting conditions of rice use the wind direction sensor to monitor the wind direction information, and process the wind direction as a standard value; according to the wind direction information, set the initial path direction, initial steering and path line spacing of the aerodynamic ship in the operation area; find the closest path to the first path At the corner point of the paddy field edge, establish a straight line passing through the corner point and parallel to the initial path direction; according to the initial steering and path line spacing, plan n paths parallel to the above straight line in the operation area, when the path intersects with the boundary of the operation area When it is less than 2, the path planning in the operation area is completed. The invention can greatly reduce the interference of external wind on the course of the unmanned aerodynamic ship, and reduce the lateral drift during navigation.
Description
技术领域technical field
本发明涉及路径规划领域,尤其是涉及一种基于风向的农用无人空气动力船路径规划方法。The invention relates to the field of path planning, in particular to a path planning method for agricultural unmanned aerodynamic ships based on wind direction.
背景技术Background technique
近年来,人口老龄化问题和农业从业人口短缺问题严重制约了我国农业的可持续发展。然而,随着计算机技术,传感器技术的空前发展,一系列的自动化农业机械被研发出来,甚至推向市场。智慧农业的理念已经开始初步成为现实。其中无人化农机的路径规划问题是其中的一个热点研究领域。In recent years, the aging population and the shortage of agricultural workers have seriously restricted the sustainable development of agriculture in my country. However, with the unprecedented development of computer technology and sensor technology, a series of automated agricultural machinery has been developed and even put on the market. The concept of smart agriculture has begun to become a reality. Among them, the path planning problem of unmanned agricultural machinery is one of the hot research fields.
现阶段,农机的田间路径规划方案主要分为区域性路径规划方案和全局性路径规划方案。区域性路径规划是利用装载在农机上的摄像头或者激光、超声波,雷达等传感器对农机周围环境进行探测,获取对应的农田环境特征信息后,实时规划农机作业路径。全局性路径规划是利用全球定位系统对农田进行几何划分,根据农作物种植情况,进行作业路径规划。考虑到便于农作物的田间管理,目前绝大部分路径规划的具体方案是使农机沿着作物行的方向进行作业。At this stage, the field path planning schemes of agricultural machinery are mainly divided into regional path planning schemes and global path planning schemes. Regional path planning is to use the camera or laser, ultrasonic, radar and other sensors mounted on the agricultural machinery to detect the surrounding environment of the agricultural machinery, obtain the corresponding farmland environmental characteristic information, and plan the operation path of the agricultural machinery in real time. Global path planning is to use the global positioning system to geometrically divide the farmland, and plan the operation path according to the planting conditions of the crops. Considering the convenience of field management of crops, most of the current path planning specific solutions are to make agricultural machines work along the direction of crop rows.
上述现有农机路径规划方案针对拖拉机、插秧机、收割机等传统农机是满足具体的导航作业要求的。但对于应用于稻田等浅水环境下的农用无人空气动力船而言,很难满足对高精度导航的需求。无人空气动力船是利用置于船体上部的内燃机或电动机带动空气螺旋桨产生动力的硬质平底船。由于,其全部的动力装置都在水面以上,船体吃水深度特别浅,抵抗外界风扰能力差。当按照传统的沿作物行路径规划时,较强的外界风作用在空气动力船船体上,可改变船速和航向,并引起明显的侧向漂移。这对空气动力船的精确导航是极其不利的。The above-mentioned existing agricultural machinery path planning scheme meets the specific navigation operation requirements for traditional agricultural machinery such as tractors, rice transplanters, and harvesters. However, for agricultural unmanned aerodynamic ships used in shallow water environments such as paddy fields, it is difficult to meet the demand for high-precision navigation. The unmanned aerodynamic boat is a hard flat-bottomed boat that uses an internal combustion engine or an electric motor placed on the upper part of the hull to drive the air propeller to generate power. Because all of its power plants are above the water surface, the draft of the hull is very shallow, and its ability to resist external wind disturbance is poor. When planning according to the traditional path along the crop row, strong external wind acts on the hull of the aerodynamic boat, which can change the speed and course of the boat, and cause obvious lateral drift. This is extremely detrimental to the precise navigation of an aerodynamic boat.
发明内容Contents of the invention
在按照传统的沿作物行的路径规划时,较强的外界风作用在空气动力船船体上,可改变船速和航向,并引起明显的侧向漂移。针对该技术问题,本发明的目的是提供一种基于风向的农用无人空气动力船路径规划方法,以大幅度降低外界风对无人空气动力船航向的干扰,减小航行中的侧向漂移。When following the traditional path planning along the crop row, strong external wind acts on the hull of the aerodynamic boat, which can change the speed and course of the boat and cause obvious lateral drift. In view of this technical problem, the purpose of the present invention is to provide a path planning method for agricultural unmanned aerodynamic ships based on wind direction, so as to greatly reduce the interference of external wind on the course of unmanned aerodynamic ships and reduce the lateral drift during navigation .
为达到上述目的,本发明采用下述技术方案:To achieve the above object, the present invention adopts the following technical solutions:
一种基于风向的农用无人空气动力船路径规划方法,包括步骤:A method for path planning of agricultural unmanned aerodynamic ships based on wind direction, comprising steps:
(1)获取水田的边缘角点的位置坐标信息;(1) Obtain the position coordinate information of the edge corner point of the paddy field;
(2)根据空气动力船的转弯半径和水稻种植情况,设定作业区域距离水田边缘的安全距离;(2) According to the turning radius of the aerodynamic ship and the rice planting conditions, set the safe distance between the operation area and the edge of the paddy field;
(3)利用风向传感器监测风向,并对风向作标准值处理;(3) Utilize the wind direction sensor to monitor the wind direction, and process the wind direction as a standard value;
(4)根据风向的标准值信息,设定空气动力船在作业区域内的初始路径方向θfirstPath、初始转向和路径行间距dspace;(4) According to the standard value information of the wind direction, set the initial path direction θ firstPath , initial steering and path line spacing d space of the aerodynamic ship in the operation area;
(5)确定距离首条路径最近的水田边缘角点p1,建立过水田边缘角点p1并与初始路径方向θfirstPath平行的直线;(5) Determine the corner point p 1 of the paddy field edge closest to the first path, and establish a straight line passing through the corner point p 1 of the paddy field edge and parallel to the initial path direction θ firstPath ;
(6)根据初始转向和路径行间距dspace,在所述作业区域内规划n条与所述直线平行的路径,当路径与作业区域的边界交点小于2时,完成作业区域内的路径规划。(6) According to the initial steering and the path row spacing d space , plan n paths parallel to the straight line in the operation area, and complete the path planning in the operation area when the intersection point between the path and the boundary of the operation area is less than 2.
作为优选的,在步骤(1)中,利用GPS接收机定位水田边缘角点的经纬度坐标信息,为了实现精确的路径规划,需要将经纬度坐标转换到通用横墨卡托坐标系。Preferably, in step (1), use the GPS receiver to locate the latitude and longitude coordinate information of the edge corners of the paddy field. In order to achieve accurate path planning, the latitude and longitude coordinates need to be converted to the universal Transverse Mercator coordinate system.
作为优选的,在步骤(3)中,利用地磁方位传感器找到地理正北方向,将风向传感器的北置于地理正北方向,记录一段时间的风向样本信息后,利用下式对风向作标准值处理,得到风向的标准值信息。由于该标准值可以很好的代表这段时间内的风向的总体情况。As preferably, in step (3), use the geomagnetic azimuth sensor to find the geographical true north direction, place the north of the wind direction sensor in the geographical true north direction, record the wind direction sample information for a period of time, and use the following formula to make a standard value for the wind direction Processing to obtain the standard value information of the wind direction. Since this standard value can well represent the overall situation of the wind direction during this period.
其中,n为记录的风向样本数,xi为i时刻的风向样本值。Among them, n is the number of wind direction samples recorded, and x i is the wind direction sample value at time i.
作为优选的,在步骤(5)中,依次计算水田各边缘角点到其余边缘角点向量的方向,若某一边缘角点出发的3个向量的方向均在初始路径方向θfirstPath的同侧时,该边缘角点则是最靠近首条路径的水田边缘角点p1。Preferably, in step (5), the direction of the vectors from each edge corner point of the paddy field to the other edge corner points is calculated sequentially, if the directions of the three vectors starting from a certain edge corner point are all on the same side of the initial path direction θ firstPath , the edge corner point is the edge corner point p 1 of the paddy field closest to the first path.
进一步的,设过水田边缘角点p1的直线为:Further, the straight line passing through the corner point p1 of the paddy field edge is:
y=apath1x+bpoint y=a path1 x+b point
其中:apath1为该直线的斜率,bpoint为该直线的截距;Among them: a path1 is the slope of the straight line, b point is the intercept of the straight line;
则根据行间距dspace信息和转向信息,规划出的第n条路径所在直线为:Then, according to the line spacing d space information and steering information, the straight line where the nth path is planned is:
y=apathx+bmove y=a path x+b move
其中:in:
直线斜率:apath=apath1,The slope of the line: a path = a path1 ,
直线截距:Straight line intercept:
或者or
式中n为规划的第n条路径。In the formula, n is the nth path planned.
附图说明Description of drawings
图1为1小时内的实时风向;Figure 1 is the real-time wind direction within 1 hour;
图2为路径规划范例图;Figure 2 is an example diagram of path planning;
图3为路径规划实例图。Figure 3 is an example diagram of path planning.
具体实施方式Detailed ways
下面结合实施例和附图来详细说明本发明,但本发明并不仅限于此。The present invention will be described in detail below in conjunction with the embodiments and accompanying drawings, but the present invention is not limited thereto.
由于空气动力船吃水深度浅,可完全漂浮于稻田等浅水环境的水面以上。任意航向的行驶都不会影响到水稻苗的正常生长。自然风的风向具有相对稳定的特点。例如,中国属于亚热带季风性气候,春夏季节以东风和东南风为主,秋冬季节以西风和西北风为主。图1是利用风传感器记录的风在一个小时内的实时风向。可以看到,在一个小时内,风向基本落在240°~300°的范围内的一个60°的锐角中。Due to the shallow draft of the aerodynamic boat, it can completely float above the water surface in shallow water environments such as paddy fields. Driving in any direction will not affect the normal growth of rice seedlings. The wind direction of natural wind is relatively stable. For example, China has a subtropical monsoon climate, with east and southeast winds prevailing in spring and summer, and westerly and northwest winds prevailing in autumn and winter. Figure 1 is the real-time wind direction of the wind recorded by the wind sensor within one hour. It can be seen that within one hour, the wind direction basically falls in an acute angle of 60° within the range of 240°-300°.
本实施例中的农用无人空气动力船路径规划方法,利用C语言在美国微软公司的Visual Studio编程环境下设计开发基于风向的农用无人空气动力船路径规划软件平台。无人空气动力船按该软件平台规划好的路径执行导航作业。具体路径规划实施过程如下:The agricultural unmanned aerodynamic ship path planning method in the present embodiment utilizes C language to design and develop an agricultural unmanned aerodynamic ship path planning software platform based on the wind direction under the Visual Studio programming environment of Microsoft Corporation of the United States. The unmanned aerodynamic ship performs navigation operations according to the route planned by the software platform. The specific path planning implementation process is as follows:
(1)获取水田的边缘角点的位置坐标信息(1) Obtain the position coordinate information of the edge corner point of the paddy field
水田的边缘角点的位置坐标信息的获取是本发明的基础工作。其是为了确定水田的边缘,大小和形状。本发明利用高精度GPS接收机进行人工采集水田边缘角点位置坐标信息。将获取的水田边缘角点的原始坐标信息(经纬度信息)转换到通用横墨卡托(UTM)坐标系下,如图2中的p1~p4。The acquisition of the position coordinate information of the edge corners of the paddy field is the basic work of the present invention. It is to determine the edge, size and shape of the paddy fields. The invention utilizes a high-precision GPS receiver to manually collect position coordinate information of paddy field edge corner points. Transform the obtained original coordinate information (longitude and latitude information) of the corner points of the edge of the paddy field into the Universal Transverse Mercator (UTM) coordinate system, as shown in p1-p4 in Figure 2.
(2)设定安全作业区域(2) Setting the safe operating area
根据空气动力船的转弯半径和水稻种植情况,设定安全作业区域。如图2,设安全距离为dsafe米,则安全作业区域为原水田边缘向内收缩dsafe米后的实际作业区域[p1'~p'4]。According to the turning radius of the aerodynamic ship and the rice planting conditions, the safe operation area is set. As shown in Figure 2, if the safety distance is d safe meters, the safe operation area is the actual operation area [p 1 '~p' 4 ] after the edge of the original paddy field shrinks inward by d safe meters.
(3)记录并计算风向(3) Record and calculate the wind direction
利用地磁方位传感器找到地理正北方向,将风传感器的北置于地理正北方向。记录30秒的风向样本信息后,参照公式(1),求该风向样本的标准值作为本次路径规划的参考风向值。Use the geomagnetic azimuth sensor to find the geographic true north, and place the north of the wind sensor in the geographic true north. After recording the wind direction sample information for 30 seconds, refer to the formula (1) to find the standard value of the wind direction sample as the reference wind direction value for this route planning.
其中,n为记录的风向样本数,xi为i时刻的风向样本值。Among them, n is the number of wind direction samples recorded, and x i is the wind direction sample value at time i.
(4)设定路径规划参数(4) Set path planning parameters
根据风向样本的标准值,设定初始路径方向θfirstPath,初始转向和路径行间距dspace。默认设置为初始路径方向与风向样本的标准值一致θfirstPath=θwind;初始转向为右转向,行间距是五米。According to the standard value of the wind direction sample, set the initial path direction θ firstPath , the initial turning direction and the path row spacing d space . The default setting is that the initial path direction is consistent with the standard value of the wind direction sample θ firstPath = θ wind ; the initial steering is right steering, and the row spacing is five meters.
(5)确定路径点位置(5) Determine the position of the waypoint
以初始转向右转为例,依次计算水田各边缘角点到其余边缘角点向量的方向,例如和等等。当从某一边缘角点出发的3个向量的方向均在初始路径方向θfirstPath的右方时,该边缘角点则是最靠近首条路径的角点,如图2中的边缘角点p1。Taking the initial turning to the right as an example, calculate the direction of the vectors from each edge corner point of the paddy field to the other edge corner points in turn, for example and and many more. When the directions of the three vectors starting from a certain edge corner point are all to the right of the initial path direction θ firstPath , the edge corner point is the corner point closest to the first path, such as the edge corner point p in Figure 2 1 .
y=apath1x+bpoint y=a path1 x+b point
其中:apath1为该直线的斜率,bpoint为该直线的截距;Among them: a path1 is the slope of the straight line, b point is the intercept of the straight line;
则根据行间距dspace信息和转向信息,规划出的第n条路径所在直线为:Then, according to the line spacing d space information and steering information, the straight line where the nth path is planned is:
y=apathx+bmove y=a path x+b move
其中:in:
直线斜率:apath=apath1,The slope of the line: a path = a path1 ,
直线截距:Straight line intercept:
或者or
式中n为规划的第n条路径。In the formula, n is the nth path planned.
则该直线与安全作业区域[p1'~p'4]的2个交点即为路径点位置。当某次n+1后,新的交点小于2时,说明超出安全作业区域,即路径规划完成。图3是在谷歌地图上做的一次水田路径规划的实例。其中水田边缘角点坐标(43°4'29.15"N,141°20'16.35"E),(43°4'29.85"N,141°20'17.83"E),(43°4'30.54"N,141°20'17.23"E)和(43°4'29.84"N,141°20'15.76"E),风向的标准值为163.2°,路径行间距为4米,安全距离是3米。Then the two intersection points of the straight line and the safe operation area [p 1 '~p' 4 ] are the path point positions. When the new intersection point is less than 2 after a certain n+1, it means that the safe operation area is exceeded, that is, the path planning is completed. Figure 3 is an example of a paddy field path planning done on Google Maps. Among them, the corner coordinates of the paddy field edge (43°4'29.15"N, 141°20'16.35"E), (43°4'29.85"N, 141°20'17.83"E), (43°4'30.54"N , 141°20'17.23"E) and (43°4'29.84"N, 141°20'15.76"E), the standard value of the wind direction is 163.2°, the path line spacing is 4 meters, and the safety distance is 3 meters.
以上所述仅为本发明的实施举例,并不用于限制本发明,凡在本发明精神和原则之内,所作的任何修改、等同替换、改进等,均应包含在本发明的保护范围之内。The above is only an example of the implementation of the present invention, and is not intended to limit the present invention. Any modifications, equivalent replacements, improvements, etc. made within the spirit and principles of the present invention should be included within the protection scope of the present invention .
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CN110667790A (en) * | 2019-09-29 | 2020-01-10 | 浙江大学 | A kind of aerodynamic water surface weeding and cleaning equipment and cleaning method |
CN111750858A (en) * | 2019-12-11 | 2020-10-09 | 广州极飞科技有限公司 | Route generation method and device, electronic equipment and storage medium |
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CN114184201B (en) * | 2020-09-15 | 2023-08-25 | 宇通客车股份有限公司 | Steering path generation method and system for intersection and vehicle |
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