A Topology Reconfiguration Strategy for Containment Control of the Multi-USV System Based on Algebraic Connectivity

IF 7.2 1区 工程技术 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Industrial Electronics Pub Date : 2024-10-22 DOI:10.1109/TIE.2024.3472272
Qihe Shan;Wei Liu;Tieshan Li;Huaguang Zhang
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Abstract

To cope with the problem of repeatedly triggering collision avoidance conditions that collision avoidance algorithms used in containment control systems, this article investigates the reconfiguration of communication network topology for the multi-unmanned surface vehicle (USV) containment control system, which is from the perspective of algebraic connectivity of the system topology. By analyzing the relationship between the algebraic connectivity of the network topology composed of followers and the converging positions of followers and considering the capability of the system to resist external disturbances and avoid collisions within the system, a multi-USV containment control system topology reconfiguration strategy based on the algebraic connectivity is proposed. The strategy regards the desired algebraic connectivity as the control objective. By identifying the USVs involved in the cooperative task and their communication links in a decentralized way, each USV in the system is able to independently add and delete communication links, thus obtaining a system topology that matches the control objective. Under the reconfigured system topology, the final convergence position of the followers is relatively dispersed. Systems with such characteristics have better collision avoidance and antidisturbance properties, which can compensate to a certain extent for the limitations of traditional correlation algorithms under the influence of complex marine environments. Finally, the simulation and experimental results validate the effectiveness of the topology reconfiguration strategy proposed in this article for multi-USV containment control systems.
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基于代数连接性的多 USV 系统遏制控制拓扑重组策略
为了解决避碰算法在安全壳控制系统中反复触发避碰条件的问题,本文从系统拓扑代数连通性的角度研究了多无人水面车辆(USV)安全壳控制系统通信网络拓扑的重构。通过分析由follower组成的网络拓扑的代数连通性与follower的收敛位置之间的关系,并考虑到系统抵抗外部干扰和避免系统内部碰撞的能力,提出了一种基于代数连通性的多usv containment control系统拓扑重构策略。该策略以期望的代数连通性为控制目标。通过分散识别参与协同任务的USV及其通信链路,使系统中的每个USV能够独立地添加和删除通信链路,从而获得与控制目标匹配的系统拓扑。在重新配置的系统拓扑下,follower的最终收敛位置相对分散。具有这些特性的系统具有较好的避碰和抗干扰性能,可以在一定程度上弥补传统相关算法在复杂海洋环境影响下的局限性。最后,仿真和实验结果验证了本文提出的拓扑重构策略在多无人潜航器容器控制系统中的有效性。
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来源期刊
IEEE Transactions on Industrial Electronics
IEEE Transactions on Industrial Electronics 工程技术-工程:电子与电气
CiteScore
16.80
自引率
9.10%
发文量
1396
审稿时长
6.3 months
期刊介绍: Journal Name: IEEE Transactions on Industrial Electronics Publication Frequency: Monthly Scope: The scope of IEEE Transactions on Industrial Electronics encompasses the following areas: Applications of electronics, controls, and communications in industrial and manufacturing systems and processes. Power electronics and drive control techniques. System control and signal processing. Fault detection and diagnosis. Power systems. Instrumentation, measurement, and testing. Modeling and simulation. Motion control. Robotics. Sensors and actuators. Implementation of neural networks, fuzzy logic, and artificial intelligence in industrial systems. Factory automation. Communication and computer networks.
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