Path Deformation Method with Constraints on Normal Curvature for Wheeled Robots in Precision Agriculture Based on Second-Order Cone Programming

被引:0
作者
Tormagov, T. A. [1 ]
机构
[1] Moscow Inst Phys & Technol, Moscow, Russia
关键词
precision farming; precision agriculture; obstacle avoidance; complete coverage path planning; second-order cone programming; SOCP;
D O I
10.1134/S0005117924020103
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In precision agriculture, path planning for agricultural robots with complete covering a three-dimensional landscape is an essential task. For robots with front wheels steering the normal curvature of the trajectories should be limited to some value determined by the characteristics of the vehicle. The paper considers a method of deformation of these paths to account for obstacles for trajectories described by homogeneous cubic B-splines. We propose an optimization problem that allows calculating paths with minimizing skips in the coverage. The considered problem is convex and belongs to the class of second-order cone programming, which entails the possibility of its computationally efficient solution. The computational examples are presented.
引用
收藏
页码:123 / 131
页数:9
相关论文
共 28 条
[1]   Morse decompositions for coverage tasks [J].
Acar, EU ;
Choset, H ;
Rizzi, AA ;
Atkar, PN ;
Hull, D .
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2002, 21 (04) :331-344
[2]  
Agrawal Akshay, 2018, Journal of Control and Decision, V5, P42, DOI [10.1080/23307706.2017.1397554, 10.1080/23307706.2017.1397554]
[3]  
Boyd Stephen., 2004, Convex Optimization, V1st, P727
[4]  
Chichkanov I., 2022, 2022 16 INT C STAB O, P1
[5]  
Choset H., INT C FIELD SERVICE
[6]  
Chuang J.-H., 1993, IEEE Comput
[7]   Route planning for agricultural tasks: A general approach for fleets of autonomous vehicles in site-specific herbicide applications [J].
Conesa-Munoz, Jesus ;
Maria Bengochea-Guevara, Jose ;
Andujar, Dionisio ;
Ribeiro, Angela .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2016, 127 :204-220
[8]   THE ORIGINS OF KRIGING [J].
CRESSIE, N .
MATHEMATICAL GEOLOGY, 1990, 22 (03) :239-252
[9]  
Diamond S, 2016, J MACH LEARN RES, V17
[10]   AN ALGORITHM FOR SURFACE-FITTING WITH SPLINE FUNCTIONS [J].
DIERCKX, P .
IMA JOURNAL OF NUMERICAL ANALYSIS, 1981, 1 (03) :267-283