Fault detection approach for a 4 - wheel skid steering mobile robot

G. Fourlas
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引用次数: 7

Abstract

In this paper we develop and we propose a method to detect faults in a four wheel skid steering mobile robot (SSMR). The basic idea behind the method is to use odometry in order to estimate robot parameters. For this purpose we develop kinematic model of the mobile robot that can be used to estimate odometry parameters. These parameters are the radius of right and left wheels RR and RL respectively. Faults are detected using residuals generated from differences between sensors measurements and estimated values. The advantage of the proposed method is that does not need additional sensors and only position encoders are used. Pioneer 3-AT was used as a robotic platform.
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四轮滑移转向移动机器人的故障检测方法
本文开发并提出了一种四轮滑移转向移动机器人(SSMR)故障检测方法。该方法背后的基本思想是使用里程计来估计机器人参数。为此,我们建立了移动机器人的运动学模型,该模型可用于估计里程计参数。这些参数分别是左右轮的半径RR和RL。利用传感器测量值与估计值之间的差异产生的残差来检测故障。该方法的优点是不需要额外的传感器,只使用位置编码器。先锋3-AT被用作机器人平台。
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