Ground Moving Target Tracking with Quadrotors using Nonlinear Model Predictive Control

Peizhan Wang*, Li Dai, Ruochen Xue, Da Huo, Yuanqing Xia

*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

2 引用 (Scopus)

摘要

In this paper, we provide a method for a quadrotor to track a ground moving target (GMT). The least squares method is used to obtain a series of reference trajectories generated by the GMT. The tracking is accomplished by applying a novel nonlinear model predictive control (MPC) scheme. The nonlinear MPC scheme applied can deal with the dynamic trajectory tracking problem of nonlinear systems by using reference generic terminal ingredients. After obtaining the reachable reference trajectories and calculating the terminal ingredients of the nonlinear MPC problem, the nonlinear MPC problem can be solved online to obtain the control inputs that enable the quadrotor to accurately track the GMT. A simulation experiment is conducted to verify the efficacy of this method.

源语言英语
主期刊名Proceedings - 2022 Chinese Automation Congress, CAC 2022
出版商Institute of Electrical and Electronics Engineers Inc.
5905-5910
页数6
ISBN(电子版)9781665465335
DOI
出版状态已出版 - 2022
活动2022 Chinese Automation Congress, CAC 2022 - Xiamen, 中国
期限: 25 11月 202227 11月 2022

出版系列

姓名Proceedings - 2022 Chinese Automation Congress, CAC 2022
2022-January

会议

会议2022 Chinese Automation Congress, CAC 2022
国家/地区中国
Xiamen
时期25/11/2227/11/22

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