Robots moving in formation by using neural network and radial basis functions

Kaoru Hirota*, Tsuyoshi Kuwabara, Kenichi Ishida, Akihiko Miyanohara, Hiroaki Ohdachi, Toshihiro Ohsawa, Wataru Takeuchi, Naoyoshi Yubazaki, Masayuki Ohtani

*此作品的通讯作者

科研成果: 会议稿件论文同行评审

7 引用 (Scopus)

摘要

Vision-based moving in formation by 4 mobile robots is presented. One robot who is a leader and goes first provides moving plans to the other robots who follow the leading robot. These robots perform to move in not only single line, but also triangular or diamond formation. Each robot detects the other robots by means of color image classification using three-layer neural network. In motion control, Radial Basis Function (RBF) network approximated by learning is used. In addition, hardware implementations and the results of demonstration how multiple mobile robots move in several formations are described.

源语言英语
91-94
页数4
出版状态已出版 - 1995
已对外发布
活动Proceedings of the 1995 IEEE International Conference on Fuzzy Systems. Part 1 (of 5) - Yokohama, Jpn
期限: 20 3月 199524 3月 1995

会议

会议Proceedings of the 1995 IEEE International Conference on Fuzzy Systems. Part 1 (of 5)
Yokohama, Jpn
时期20/03/9524/03/95

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引用此

Hirota, K., Kuwabara, T., Ishida, K., Miyanohara, A., Ohdachi, H., Ohsawa, T., Takeuchi, W., Yubazaki, N., & Ohtani, M. (1995). Robots moving in formation by using neural network and radial basis functions. 91-94. 论文发表于 Proceedings of the 1995 IEEE International Conference on Fuzzy Systems. Part 1 (of 5), Yokohama, Jpn.