Neural network-based visual positioning control of unmanned underwater vehicles with thruster time delay

Yingxiang Wang, Weisheng Yan, Jian Gao, Hong Yue

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

The time delay makes it difficult to achieve expected dynamic positioning (DP) performance of unmanned underwater vehicles (UUVs), which may even affect the stability of the system. This work is focused on the compensation for the thruster time delay in the visual positioning system of UUV. A control scheme using time delay feedback is proposed to enhance adaptation to the thruster time delay from the image-based visual servo (IBVS) system. A neural network (NN) is developed to compensate dynamic uncertainties. Simulation studies show the effectiveness of this approach in comparison with the strategy without compensation for time delay.

源语言英语
主期刊名2018 OCEANS - MTS/IEEE Kobe Techno-Oceans, OCEANS - Kobe 2018
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9781538616543
DOI
出版状态已出版 - 4 12月 2018
活动2018 OCEANS - MTS/IEEE Kobe Techno-Oceans, OCEANS - Kobe 2018 - Kobe, 日本
期限: 28 5月 201831 5月 2018

出版系列

姓名2018 OCEANS - MTS/IEEE Kobe Techno-Oceans, OCEANS - Kobe 2018

会议

会议2018 OCEANS - MTS/IEEE Kobe Techno-Oceans, OCEANS - Kobe 2018
国家/地区日本
Kobe
时期28/05/1831/05/18

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