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

机译:基于人工免疫原理的移动机器人容错控制器研究

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摘要

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.
机译:模仿这种生物免疫系统机制作为自学,记忆储存和免疫响应,与冗余和重新配置的容错设计方法相结合,在移动容错控制系统中设计和实现了免疫容错控制器(IFTC)机器人。 IFTC不能在正常操作下保留良好性能,但在系统中有有限故障时也会恢复所需的性能。通过仿真结果证明了IFTC的稳健性和容错能力,确认了IFTC在移动机器人容错控制中的可行性和效率。本文呈现的IFTC也可以应用于其他机电产品的容错控制系统的设计。

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