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Sense and collision avoidance of Unmanned Aerial Vehicles using Markov Decision Process and flatness approach

  • Yu Fu
  • , Xiang Yu
  • , Youmin Zhang*
  • *此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

This paper presents a new development of collision avoidance algorithm that ensures an Unmanned Aerial Vehicle (UAV) can avoid multiple intruders autonomously. Firstly, the Markov Decision Process (MDP) based approach generates the multiple threats resolution logic for the collision avoidance system. Secondly, the optimal trajectory is smoothed by the differential flatness technique where the constraints of the UAV dynamics are considered. In such a way, the planned trajectory is feasible for the UAV. The effectiveness of the developed scheme is illustrated by the numerical simulation studies.

源语言英语
主期刊名2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics
出版商Institute of Electrical and Electronics Engineers Inc.
714-719
页数6
ISBN(电子版)9781467391047
DOI
出版状态已出版 - 28 9月 2015
已对外发布
活动2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics - Yunnan, 中国
期限: 8 8月 201510 8月 2015

出版系列

姓名2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics

会议

会议2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics
国家/地区中国
Yunnan
时期8/08/1510/08/15

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