Analysis of Pure-pursuit Algorithm Parameters for Nonholonomic Mobile Robot Navigation in Unstructured and Confined Space

IF 0.6 Q3 MULTIDISCIPLINARY SCIENCES Pertanika Journal of Science and Technology Pub Date : 2023-11-06 DOI:10.47836/pjst.32.1.06
Izzati Saleh, Azwati Azmin, Azan Yunus, Wan Rahiman
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Abstract

This research analyses Pure-pursuit algorithm parameters for nonholonomic mobile robot navigation in unstructured and constrained space. The simulation-based experiment is limited to the mobile robot arrangement. The Look Ahead Distance parameter is adjusted so the mobile robot can navigate the predefined map closely following the waypoints. The optimal Look Ahead Distance value is combined with the VFH+ algorithm for obstacle avoidance. The method is enhanced by adding the λ weight so the robot returns to its waypoints after avoiding an obstacle. The investigation reveals that λ influences the mobile robot’s capacity to return to its predetermined waypoints after avoiding an obstacle. Based on the simulation experiment, the optimal LAD value is 0.2m, and the optimal λ value is 0.8.
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非结构受限空间非完整移动机器人导航的纯追踪算法参数分析
研究了非完整移动机器人在非结构化约束空间中导航的纯追踪算法参数。基于仿真的实验仅限于移动机器人的布置。调整前瞻距离参数,以便移动机器人可以在预定义的地图上紧跟航路点导航。将最优前瞻距离值与VFH+算法相结合进行避障。该方法通过添加λ权重来增强,以便机器人在避开障碍物后返回其路径点。研究表明,λ会影响移动机器人在避开障碍物后返回预定路径点的能力。仿真实验表明,最优LAD值为0.2m,最优λ值为0.8。
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来源期刊
Pertanika Journal of Science and Technology
Pertanika Journal of Science and Technology MULTIDISCIPLINARY SCIENCES-
CiteScore
1.50
自引率
16.70%
发文量
178
期刊介绍: Pertanika Journal of Science and Technology aims to provide a forum for high quality research related to science and engineering research. Areas relevant to the scope of the journal include: bioinformatics, bioscience, biotechnology and bio-molecular sciences, chemistry, computer science, ecology, engineering, engineering design, environmental control and management, mathematics and statistics, medicine and health sciences, nanotechnology, physics, safety and emergency management, and related fields of study.
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