Occupancy grids building by sonar and mobile robot

被引:18
|
作者
Noykov, Sv. [1 ]
Roumenin, Ch. [1 ]
机构
[1] Bulgarian Acad Sci, Inst Control & Syst Res, BU-1113 Sofia, Bulgaria
关键词
mobile robot; map building; bitmap; occupancy grids; range-finder;
D O I
10.1016/j.robot.2006.06.004
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a modified method for occupancy grid map building by a moving mobile robot and a scanning ultrasonic range-finder is proposed. The map building process consists of two phases: (1) gleaning of information from environment, and (2) sonar data processing. For sonar data processing the proposed modified method combines: (1) statistical approach for probability sonar model building; and (2) application of fuzzy logic theory for sonar data fusion. It is experimentally shown that, in some applications, the proposed modified method has advantages over other well-known methods. (c) 2006 Elsevier B.V. All rights reserved.
引用
收藏
页码:162 / 175
页数:14
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