Litcius/Paper detail

Observer-Based Fuzzy Adaptive Finite-Time Containment Control of Nonlinear Multiagent Systems With Input Delay

Yongming Li, Fuyi Qu, Shaocheng Tong

2020IEEE Transactions on Cybernetics426 citationsDOI

Abstract

This article is concerned with the finite-time containment control problem for nonlinear multiagent systems, in which the states are not available for control design and the control input contains time delay. Fuzzy-logic systems (FLSs) are used to approximate the unknown nonlinear functions and a novel distributed fuzzy state observer is proposed to obtain the unmeasured states. Under the framework of cooperative control and finite-time Lyapunov function theory, an observer-based adaptive fuzzy finite-time output-feedback containment control scheme is developed via the adaptive backstepping control design algorithm and integral compensator technique. The proposed adaptive fuzzy containment control method can ensure that the closed-loop system is stable and all followers can converge to the convex hull built by the leaders in finite time. A simulation example is provided to confirm the effectiveness of the proposed control method.

Topics & Concepts

Control theory (sociology)BacksteppingFuzzy logicObserver (physics)Nonlinear systemFuzzy control systemAdaptive controlLyapunov functionComputer scienceMulti-agent systemContainment (computer programming)MathematicsControl (management)Artificial intelligenceQuantum mechanicsPhysicsProgramming languageAdaptive Control of Nonlinear SystemsDistributed Control Multi-Agent SystemsAdaptive Dynamic Programming Control