Event-triggered leader-follower communication based formation control with dual-predictor for multiple AUVs

IF 4.6 2区 工程技术 Q1 ENGINEERING, CIVIL
Wenyu Cai , Yakang Ju , Ziqiang Liu , Meiyan Zhang , Shuaishuai Lv
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引用次数: 0

Abstract

Formation control of multiple Autonomous Underwater Vehicles (AUVs) plays an important role in underwater missions. Common formation control is based on frequent data communication between multiple AUVs, therefore, how to adjust data communication frequency effectively between leader AUV and follower AUVs in the formation control process is of great significance for improving efficiency. A double-predictive method using least squares prediction is running on both leader AUV and follower AUVs for state estimation, and an event-triggered leader-follower communication mechanism to adjust underwater communication frequency is applied into formation control model, which considers the information synchronization between leader AUV and follower AUVs, so as to save limited communication resources inter-AUVs. The stability analysis of backstepping based formation control law is proven by Lyapunov function. Simulation results and lake test verify that the proposed event-triggered leader-follower communication based formation control strategy significantly reduces the number of unnecessary communications between multiple AUVs compared with the use of time-triggered methods, thus effectively saving the limited communication resources of AUVs.
基于双预测器的事件触发leader-follower通信的多auv编队控制
多自主水下航行器(auv)的编队控制在水下任务中起着重要作用。一般的群体控制是基于多个AUV之间频繁的数据通信,因此,在群体控制过程中,如何有效调整leader AUV与follower AUV之间的数据通信频率,对于提高效率具有重要意义。采用基于最小二乘预测的双预测方法对leader-follower AUV进行状态估计,并将事件触发的leader-follower通信机制应用到编队控制模型中,考虑leader AUV和follower AUV之间的信息同步,以节省有限的AUV间通信资源。用李雅普诺夫函数证明了基于后退的编队控制律的稳定性分析。仿真结果和湖泊试验验证了所提出的基于事件触发的leader-follower通信的群体控制策略与时间触发的方法相比,显著减少了多个auv之间不必要的通信次数,有效地节省了auv有限的通信资源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Ocean Engineering
Ocean Engineering 工程技术-工程:大洋
CiteScore
7.30
自引率
34.00%
发文量
2379
审稿时长
8.1 months
期刊介绍: Ocean Engineering provides a medium for the publication of original research and development work in the field of ocean engineering. Ocean Engineering seeks papers in the following topics.
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