Research on Fault-Tolerant Controller for Mobile Robot Based on Artificial Immune Principle

Bobo Yang, Shouwen Fan, Mingquan Shi
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引用次数: 3

Abstract

Imitating such biological immune system mechanisms as self-learning, memory-storing and immune- response, combined with fault tolerance design approach of redundancy and reconfiguration, an immune fault tolerance controller (IFTC) is designed and implemented in the fault tolerance control system of mobile robot. The IFTC can not only retain the good performance under normal operations but also resume desired performance when there are finite failures in system. Robustness and fault tolerance ability of the IFTC are demonstrated by simulation results, and the feasibility and efficiency of above IFTC in fault tolerance control of mobile robot are confirmed. The IFTC presented in this paper can also be applied to the design of fault tolerance control system for other electro-mechanical products.
基于人工免疫原理的移动机器人容错控制器研究
模仿生物免疫系统的自学习、记忆存储和免疫应答等机制,结合冗余重构容错设计方法,设计并实现了移动机器人容错控制系统中的免疫容错控制器(IFTC)。IFTC不仅能在正常运行情况下保持良好的性能,而且在系统有限故障情况下也能恢复预期的性能。仿真结果验证了IFTC的鲁棒性和容错能力,验证了该IFTC在移动机器人容错控制中的可行性和有效性。本文提出的故障容错控制方法也可应用于其他机电产品的容错控制系统设计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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