Swarm Intelligent Route Planning of UAV with Elastic Track Correction

Liu Weitong, Lou Wenzhong, Wang Jinkui, Zhao Yueceng

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摘要

Main purpose of UAV path planning are shorten the distance, avoid flight threats and obstacles. Planning feasible path intervals is the basis of path planning. In long-distance, multi-obstacle path planning, it is more important to plan a reasonable distance and sufficient safety path. Therefore, aiming at the problem of complex track constraints in long-distance and multi-obstacle path planning, a new method of track initialization and adjustment named elastic track correction is proposed to make up for the limitations of current track initialization and solution space. Using wolf pack intelligence algorithm as validation algorithm, this paper compares the effectiveness of elastic track correction mechanism with that of general planning method, which proves that adding elastic correction mechanism to track planning algorithm can effectively improve the reliability of track planning, and can get a feasible solution of lower cost function.

源语言英语
主期刊名Proceedings of the 2019 IEEE International Conference on Unmanned Systems, ICUS 2019
出版商Institute of Electrical and Electronics Engineers Inc.
239-244
页数6
ISBN(电子版)9781728137926
DOI
出版状态已出版 - 10月 2019
活动2019 IEEE International Conference on Unmanned Systems, ICUS 2019 - Beijing, 中国
期限: 17 10月 201919 10月 2019

出版系列

姓名Proceedings of the 2019 IEEE International Conference on Unmanned Systems, ICUS 2019

会议

会议2019 IEEE International Conference on Unmanned Systems, ICUS 2019
国家/地区中国
Beijing
时期17/10/1919/10/19

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引用此

Weitong, L., Wenzhong, L., Jinkui, W., & Yueceng, Z. (2019). Swarm Intelligent Route Planning of UAV with Elastic Track Correction. 在 Proceedings of the 2019 IEEE International Conference on Unmanned Systems, ICUS 2019 (页码 239-244). 文章 8996077 (Proceedings of the 2019 IEEE International Conference on Unmanned Systems, ICUS 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICUS48101.2019.8996077