Swarm olfactory search in turbulence environment

Siqi Zhang, Rongxin Cui, Demin Xu

科研成果: 书/报告/会议事项章节会议稿件同行评审

3 引用 (Scopus)

摘要

It is a challenge task for robots to tracking scents and locate odor sources because the odor plume is not continuous but consists of intermittent odor patches dispersed by the wind. In general, the space map cannot be foreknown. A novel olfactory search method employing swarm robots with limited space perception in turbulence environment is presented in this paper. In this method, both 'information sharing' and 'collision avoidance' are taken into account in searching for the odor source. An approximate expression of the inferred position of the odor source is established to solve the problem with insufficient environment knowledge. The moving direction of each robot is given by minimization of a free energy separately. An internal 'temperature' allows active control on the exploration/exploitation balance during the search. Simulation results demonstrate the validity of the proposed method.

源语言英语
主期刊名Proceedings of 2014 International Conference on Multisensor Fusion and Information Integration for Intelligent Systems, MFI 2014
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9781479967322
DOI
出版状态已出版 - 23 12月 2014
活动2014 International Conference on Multisensor Fusion and Information Integration for Intelligent Systems, MFI 2014 - Beijing, 中国
期限: 28 9月 201430 9月 2014

出版系列

姓名Proceedings of 2014 International Conference on Multisensor Fusion and Information Integration for Intelligent Systems, MFI 2014

会议

会议2014 International Conference on Multisensor Fusion and Information Integration for Intelligent Systems, MFI 2014
国家/地区中国
Beijing
时期28/09/1430/09/14

指纹

探究 'Swarm olfactory search in turbulence environment' 的科研主题。它们共同构成独一无二的指纹。

引用此