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无人农机路径跟踪控制系统设计及试验验证OA

Design and experimental verification of an autonomous agricultural machinery path tracking control system

中文摘要英文摘要

针对无人驾驶农机在复杂田间作业环境下的路径跟踪控制问题,本文通过仿真与试验研究,提出了一种基于视线导引法与滑模控制的跟踪控制系统.通过引入改进的视线导引算法,设计融合模糊逻辑系统与输入饱和补偿的滑模偏航控制器,并结合扩张状态观测器与自适应终端滑模扰动观测器.最后,通过田间实车试验,系统在干燥与泥泞田块中横向跟踪误差基本控制在±0.05 m以内,具备良好的鲁棒性与工程实用性.研究结果皆在为无人农机的高精度路径跟踪提供一种可行的技术方案.

To address the path-following control issue of autonomous agricultural vehicles in complex field operating en-vironments,a tracking control system based on the line-of-sight guidance method and sliding mode control is proposed through simulation and experimental studies.By introducing an improved line-of-sight guidance algorithm,a sliding mode yaw controller integrating fuzzy logic systems and input saturation compensation is designed,combined with an ex-tended state observer and an adaptive terminal sliding mode disturbance observer.Finally,field vehicle tests demon-strate that the system maintains lateral tracking errors within±0.05 m in both dry and muddy field conditions,exhibi-ting robust performance and practical engineering applicability.All research findings collectively offer a viable technical solution for high-precision path tracking of unmanned agricultural machinery.

魏学良

山西铁道职业技术学院,山西太原 030013

农业科技

无人农机路径跟踪视线导引滑模控制

autonomous agricultural machinerypath trackingline-of-sight guidancesliding mode control

《农机使用与维修》 2026 (9)

40-43,4

10.14031/j.cnki.njwx.2026.09.009

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