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Tube-Based Event-Triggered Path Tracking for AUV against Disturbances and Parametric Uncertainties

Yuheng Chen, Yougang Bian

2023Electronics10 citationsDOIOpen Access PDF

Abstract

In order to enhance the performance of disturbance rejection in AUV’s path tracking, this paper proposes a novel tube-based event-triggered path-tracking strategy. The proposed tracking strategy consists of a speed control law and an event-triggered tube model predictive control (tube MPC) scheme. Firstly, the speed control law using linear model predictive control (LMPC) technology is obtained to converge the nominal path-tracking deviation. Secondly, the event-triggered tube MPC scheme is used to calculate the optimal control input, which can enhance the performance of disturbance rejection. Considering the nonlinear hydrodynamic characteristics of AUV, a linear matrix inequality (LMI) is formulated to obtain tight constraints on the AUV and the feedback matrix. Moreover, to enhance real-time performance, tight constraints and the feedback matrix are all calculated offline. An event-triggering mechanism is used. When the surge speed change command does not exceed the upper bound, adaptive tight constraints are obtained. Finally, numerical simulation results show that the proposed tube-based event-triggered path-tracking strategy can enhance the performance of disturbance rejection and ensure good real-time performance.

Topics & Concepts

Control theory (sociology)Parametric statisticsModel predictive controlTracking (education)Path (computing)Nonlinear systemMatrix (chemical analysis)Event (particle physics)Computer scienceLinear matrix inequalityEngineeringControl (management)Mathematical optimizationMathematicsArtificial intelligencePhysicsQuantum mechanicsComposite materialPsychologyMaterials sciencePedagogyProgramming languageStatisticsAdaptive Control of Nonlinear SystemsAdvanced Control Systems OptimizationStability and Control of Uncertain Systems
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