Multiple Autonomous Underwater Vehicle Formation Obstacle Avoidance Control Using Event-Triggered Model Predictive Control

Author:

Wang Linling1,Xu Xiaoyan1,Han Bing23,Zhang Huapeng4

Affiliation:

1. Shanghai Engineering Research Center of Intelligent Maritime Search & Rescue and Underwater Vehicles, Shanghai Maritime University, Shanghai 201306, China

2. College of Physics and Electronic Information Engineering, Minjiang University, Fuzhou 350108, China

3. Shanghai Ship and Shipping Research Institute Co., Ltd., Shanghai 200131, China

4. Department of Automation, Shanghai Jiao Tong University, Shanghai 200240, China

Abstract

In this paper, multiple autonomous underwater vehicle (multi-AUV) formation control with obstacle avoidance ability in 3D complex underwater environments based on an event-triggered model predictive control (EMPC) is proposed. Firstly, multi-AUV motion model systems are developed. The navigation reference trajectory of the follower AUVs can be obtained using a multi-AUV relative motion model. Secondly, in order to overcome the speed jump and obstacle avoidance problem in multi-AUV systems, compatibility constraints are presented in MPC that limit the uncertainty deviation of each AUV. The event-triggered mechanism (ET) is designed to decrease the computational load, which is based on the error between the optimal predicted and current state of the AUV. Finally, the effectiveness and superiority of the proposed algorithm are confirmed via simulation and compared with those of other algorithms.

Funder

Natural Science Foundation of Fujian Province of China

Shanghai Science and Program of Shanghai Academic/Technology Research Leader

Innovative Talent Training Project of Graduate Students in Shanghai Maritime University of China

Publisher

MDPI AG

Subject

Ocean Engineering,Water Science and Technology,Civil and Structural Engineering

Reference42 articles.

1. A survey of underwater search for multi-target using Multi-AUV: Task allocation, path planning, and formation control;Wang;Ocean Eng.,2023

2. Early warning obstacle avoidance-enabled path planning for multi-AUV-based maritime transportation systems;Han;IEEE Trans. Intell. Transp. Syst.,2023

3. Event-triggered consensus of linear multiagent systems with time-varying communication delays;Deng;IEEE Trans. Cybern.,2019

4. Learning-based multi-robot formation control with obstacle avoidance;Bai;IEEE Trans. Intell. Transp. Syst.,2021

5. A survey of autonomous underwater vehicle formation: Performance, formation control, and communication capability;Yang;IEEE Commun. Surv. Tutor.,2021

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