Mobile robot localization in indoor environment

被引:26
作者
Dulimarta, HS
Jain, AK
机构
[1] BANDUNG INST TECHNOL,DEPT COMP SCI,BANDUNG 40132,INDONESIA
[2] MICHIGAN STATE UNIV,DEPT COMP SCI,E LANSING,MI 48824
关键词
mobile robots; autonomous navigation; character recognition; self-localization; visual landmarks;
D O I
10.1016/S0031-3203(96)00064-7
中图分类号
TP18 [人工智能理论];
学科分类号
081104 [模式识别与智能系统]; 0812 [计算机科学与技术]; 0835 [软件工程]; 1405 [智能科学与技术];
摘要
This paper describes an indoor mobile robot system with a self-localization capability. This capability can be used, for instance, to recover from failures during navigation. One obvious strategy in determining the self-location is to start the system from a known state and update the current state of the system in accordance with the actions effected by the robot during the course of its activity. However, sensor noise sometimes makes this strategy unreliable. A reasonable approach to overcome this difficulty is to provide feedback and verification mechanisms, for instance, via landmark features as external reference sources for the robot. The proposed system described here uses ''ceiling lights'' and ''door number plates'' for self-localization. Experimental results indicate the effectiveness of our approach.
引用
收藏
页码:99 / 111
页数:13
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