标题:The Traversability Analysis for Coal Mine Mobile Robot Based on Rough Sets
作者:Li, Guoliang; Song, Rui; Chen, Chao; Li, Yibin; Zhang, Chengjin
通讯作者:Song, R
作者机构:[Li, Guoliang; Song, Rui; Chen, Chao; Li, Yibin; Zhang, Chengjin] Shandong Univ, Sch Control Sci & Engn, Jinan 250100, Peoples R China.
会议名称:IEEE International Conference on Robotics and Biomimetics (ROBIO)
会议日期:DEC 12-14, 2013
来源:2013 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO)
出版年:2013
页码:420-424
摘要:Aiming at recognizing the complex terrain of coal mines, in order to perform path planning and safe navigation, the first thing is to solve the problem of traversability analysis for coal mine exploring robots. This paper designed a model for traversability analysis on uneven terrain based on rough sets. By comprehensively analyzing the terrain features and classification features etc., this model described the traversability for exploring robots by traversability cost. Instance data proves the effectiveness of the algorithm, the analysis results show that the algorithm can effectively deal with the terrain data under the unstructured environment, provide reliable navigation decision rules for the robot.
收录类别:CPCI-S
资源类型:会议论文
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