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Structure Synchronized Dynamic Event-Triggered Control for Marine Ranching AMVs via the Multi-Task Switching Guidance

Guoqing Zhang, Shilin Yin, Chenfeng Huang, Weidong Zhang, Jiqiang Li

2024IEEE Transactions on Intelligent Transportation Systems29 citationsDOI

Abstract

To improve the autonomy of marine ranching operations, this paper addresses the cooperative formation control and multi-task switching problem of ranch autonomous marine vehicles (AMVs) with the structure synchronized dynamic event-triggered mechanism (DETM). In the proposed algorithm, adaptive potential ship (APS) technique is adopted to guarantee the integrity and continuity of the guidance signal. Combined with the guidance principle, a cooperative formation control algorithm is proposed by employing the DETM and neural networks (NNs). The communication burden in the channel from the sensor to the controller and from the controller to actuator has been reduced for the merits of the proposed DETM. Unlike the existing results, the proposed DETM can activate the threshold parameters, adaptive parameters and NNs weight estimators at the triggering times synchronously. This releases the computation burden greatly. Considerable effort has been made to guarantee the semi-globally uniformly ultimately bounded (SGUUB) stability via the Lyapunov theorem. Finally, two simulations consist of the marine ranching path following and comparative example are carried out to evaluate the advantages of the proposed strategy.

Topics & Concepts

Task (project management)Control (management)Computer scienceReal-time computingEngineeringSystems engineeringArtificial intelligenceDistributed Control Multi-Agent SystemsAdaptive Control of Nonlinear Systems
Structure Synchronized Dynamic Event-Triggered Control for Marine Ranching AMVs via the Multi-Task Switching Guidance | Litcius