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题名:
Mobile robot obstacle avoidance algorithms based on information fusion of vision and sonar
作者: Gao HW(高宏伟); Wei, Qiuyang; Yu Y(于洋); Liu JG(刘金国)
作者部门: 空间自动化技术研究室
通讯作者: 高宏伟
关键词: Binocular stereo vision ; stereo matching ; V-disparity ; obstacle detection ; T-S fuzzy neural network
刊名: International Journal of Future Generation Communication and Networking
ISSN号: 2233-7857
出版日期: 2016
卷号: 9, 期号:8, 页码:111-120
收录类别: EI
产权排序: 1
项目资助者: China Postdoctoral Science Foundation Funded Project (Grant No.2013M530954), the State Key Laboratory of Robotics Foundation (Grant No. 2012017), Program for Liaoning Excellent Talents in University (Grant No.LJQ2014021), the Natural Science Foundation of Liaoning Province (Grant No.2014020093), and Shenyang Ligong University Computer Application Key Discipline Foundation (Grant No.4771004kfx09).
摘要: In view of the problem of AS-R autonomous wheeled mobile robot obstacle avoidance, a rapid convergence of sonar and binocular stereovision sensor distance information in order to detect and avoid obstacle algorithm is proposed in this paper. The algorithm first uses binocular camera (CCD) to get three-dimensional image of the real environment, through the stereo matching and V-disparity method which is used to calculate disparity map, then obstacles is extracted by Hough lines detection algorithm, finally we will get information about obstacles and sonar return information with T-S fuzzy neural network fusion, then it will output walking controlled decisions. Experimental results proved that the algorithm is effective and practical.
语种: 英语
EI收录号: 20163602780523
内容类型: 期刊论文
URI标识: http://ir.sia.cn/handle/173321/19189
Appears in Collections:空间自动化技术研究室_期刊论文

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Recommended Citation:
Gao HW,Wei, Qiuyang,Yu Y,et al. Mobile robot obstacle avoidance algorithms based on information fusion of vision and sonar[J]. International Journal of Future Generation Communication and Networking,2016,9(8):111-120.
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