Potential Field Based Immune Network for Dynamic Motion Planning of Mobile Robots

Guan-Chuh Luh, Wei‐Wen Liu
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引用次数: 5

Abstract

This paper proposes a potential filed immune network for dynamic navigation of mobile robots in an unknown environment with moving obstacles and targets. The velocity obstacle method is utilized to determine imminent obstacle collision of a robot moving in the time-varying environment. The response of the overall immune network is derived by the aid of fuzzy system. Simulation results are presented to verify the effectiveness of the proposed methodology in unknown environments with single and multiple moving obstacles.
基于势场的免疫网络移动机器人动态运动规划
提出了一种潜在的领域免疫网络,用于移动机器人在具有移动障碍物和目标的未知环境中的动态导航。利用速度障碍法确定机器人在时变环境中的即将发生的障碍物碰撞。利用模糊系统导出了整个免疫网络的响应。仿真结果验证了该方法在具有单个和多个移动障碍物的未知环境中的有效性。
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