Litcius/Paper detail

Adaptive Fuzzy Predefined-Time Control for Third-Order Heterogeneous Vehicular Platoon Systems With Dead Zone

Yongming Li, Yongyan Zhao, Wei Liu, Jun Hu

2022IEEE Transactions on Industrial Informatics119 citationsDOI

Abstract

This article investigates the problem of fuzzy adaptive predefined-time terminal sliding mode (TSM) control for a third-order heterogeneous vehicular platoon system with an unknown dead zone. For the purpose of approximating unknown nonlinear functions, fuzzy logic systems (FLSs) are utilized. In addition, the impact of the dead zone on the performance of the control may be lessened by building the dead-zone compensation. A tracking error based on the modified constant time headway policy is built to get rid of the assumption of zero initial spacing and decrease the distance between vehicles at the same time. A unique nonsingular TSM control system is then built using the predefined-time stability criterion; with the help of Lyapunov functions, it is possible to demonstrate both the individual and the string stability of the whole heterogeneous vehicle platoon in a predefined time. Finally, a series of simulations are shown to demonstrate the validity of the proposed results.

Topics & Concepts

PlatoonControl theory (sociology)Fuzzy logicFuzzy control systemComputer scienceNonlinear systemStability (learning theory)Lyapunov functionSliding mode controlHeadwayAdaptive controlDead zoneCompensation (psychology)EngineeringControl (management)SimulationArtificial intelligencePsychologyQuantum mechanicsOceanographyPhysicsPsychoanalysisMachine learningGeologyTraffic control and managementTraffic Prediction and Management TechniquesVehicle Dynamics and Control Systems