Analysis of sensor characteristics and error eliminations of a wheeled mobile robot with range sensors

Kuan-Chieh Tseng, Chen-Chia Huang, Feng‐Li Lian
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Abstract

This paper introduces some preprocedures that eliminate nonzero mean errors of odometry result and range sensor data of a wheeled mobile robot. After that, the sensing results from odometry and range sensor are more reliable. In the beginning of this paper, some analyses of sensor characteristics are discussed and three kinds of error are classified. Because of these errors, results of sensing data are unreliable and make inappropriate control decisions. To solve this problem, some “error elimination architectures” are designed to lower the effects of errors or remove errors.
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带距离传感器的轮式移动机器人传感器特性分析及误差消除
介绍了消除轮式移动机器人里程测量结果和距离传感器数据的非零均值误差的预处理程序。之后,传感测程法和距离传感器的结果更可靠。本文首先对传感器的特性进行了分析,并对三种误差进行了分类。因为这些错误,遥感数据的结果是不可靠的和不恰当的控制决策。为了解决这个问题,设计了一些“错误消除体系结构”来降低错误的影响或消除错误。
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