Fault tolerant control for unicycle mobile robot navigation: active ѵs passive approaches

Linda Hachemi, M. Guiatni, Abedlkrim Nemra, H. Osmani
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Abstract

In this article we present a comparison between two types of fault tolerant control (FTC) on a unicycle-type mobile robot: active and passive approaches. The active approach requires a fault diagnosis step following by a control accommodation step. The fault diagnosis allows to detect and identify the fault occurrence for its accommodation and control reconfiguration. In our work, the fault diagnosis procedure is designed based on the structural analysis technique. However, fault accommodation is designed based on the Recursive Least Squares (RLS) approximation. On the other hand, passive approach is accomplished using the Integrated Sliding Mode Controller (ISMC). This robust technique is implemented without the need for fault diagnosis nor control reconfiguration. Simulations have been performed for reference trajectory tracking while considering a deflation on wheel of robot. The robustness of both the approaches against the fault is analyzed.
独轮车移动机器人导航的容错控制:主动ѵs被动方法
在这篇文章中,我们提出了两种类型的容错控制(FTC)在独轮车型移动机器人的比较:主动和被动的方法。主动方法需要一个故障诊断步骤,然后是控制调节步骤。故障诊断允许检测和识别故障的发生,以便对其进行调整和控制重构。在我们的工作中,基于结构分析技术设计了故障诊断程序。然而,故障调节是基于递推最小二乘(RLS)近似设计的。另一方面,采用集成滑模控制器(ISMC)实现无源控制。这种鲁棒性技术的实现不需要故障诊断和控制重构。对考虑机器人车轮放气的参考轨迹跟踪进行了仿真。分析了两种方法对故障的鲁棒性。
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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