Litcius/Paper detail

Command filtered fixed‐time control for a class of multi‐agent systems with sensor faults

Guowei Dong, Xiao‐Meng Li, Deyin Yao, Hongyi Li, Renquan Lu

2021International Journal of Robust and Nonlinear Control25 citationsDOI

Abstract

Abstract In this article, the command filtered fixed‐time fault‐tolerant control (FTC) problem is investigated for multi‐agent systems (MASs). The considered MASs with nonstrict feedback form are affected by unknown nonlinear functions and sensor faults, which are solved by using the properties of neural networks (NNs). In the design process, in order to avoid the “singularity” and “explosion of complexity” problems, an adaptive command filtered fixed‐time NN fault‐tolerant controller is devised. Based on the Lyapunov stability theory, all output signals of leader and followers in the closed‐loop system are synchronized within fixed time. Finally, the effectiveness of the proposed control scheme is verified by simulation experiments.

Topics & Concepts

Control theory (sociology)Nonlinear systemComputer scienceLyapunov stabilityController (irrigation)Process (computing)Fault toleranceLyapunov functionArtificial neural networkFault (geology)Stability (learning theory)Control (management)Control engineeringEngineeringDistributed computingArtificial intelligenceOperating systemAgronomyPhysicsGeologyQuantum mechanicsBiologySeismologyMachine learningDistributed Control Multi-Agent SystemsAdaptive Control of Nonlinear SystemsAdaptive Dynamic Programming Control