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Application of Path Planning and Tracking Control Technology in Mower Robots

Lixing Liu, Hongjie Liu, Xu Wang, Jianping Li, Pengfei Wang, S. Liu, Xin Yang

发表年份
2024
引用次数
12
访问权限
开放获取

摘要

Path planning and tracking is the most basic technology for mowing robots, among which the performance of algorithms has a great impact on their intelligence and efficiency. Based on the research of relevant references on mower robots, it mainly focuses on complete coverage path planning, path tracking control, and obstacle avoidance path planning. In complete coverage path planning, three methods were introduced, including simple complete coverage planning, optimal complete coverage planning, and hybrid complete coverage planning. In the path tracking control section, the control methods are divided into three types based on whether the control method depends on the robot model and the type of model, namely model free control method, kinematic model-based control method, and dynamic model-based control method. In obstacle avoidance path planning, we introduce the environment detection device and obstacle avoidance planning algorithm. Then the relevant research papers are analyzed in classification, comparing the research and validation methods adopted by the researchers in the form of charts. Finally, we pointed out the limitations of path planning technology in the application of mower robots. Meanwhile, future development trends are predicted.

关键词

Motion planningRobotPath (computing)Control (management)Tracking (education)Computer scienceEngineeringControl engineeringArtificial intelligencePsychology

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