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Distributed MPC-Based String Stable Platoon Control of Networked Vehicle Systems

Jian‐Ge Wang, Xiaolei Li, Ju H. Park, Ge Guo

2022IEEE Transactions on Intelligent Transportation Systems42 citationsDOIOpen Access PDF

Abstract

In this paper, the string stable platoon control problem of discrete-time networked vehicle systems is considered by using distributed model predictive control (MPC) based method. An optimization problem is established to minimize the cost function associated to the system trajectories. The last-step shifting method is applied to set the local optimal solution as the assumed solution and send it to the neighbor vehicles. By using the sum of the cost function as Lyapunov function, the stability of the closed-loop platoon system is studied. Comparing with existing results, the string stability, which is the unique characteristics of the platoon system, is guaranteed under the bidirectional-based structure as well as the predecessor-follower-based information flow structure. Finally, several simulations are presented to demonstrate the effectiveness of the proposed algorithms.

Topics & Concepts

PlatoonString (physics)Control theory (sociology)Lyapunov functionStability (learning theory)Model predictive controlFunction (biology)Control systemComputer scienceEngineeringControl engineeringControl (management)MathematicsArtificial intelligencePhysicsQuantum mechanicsMachine learningBiologyEvolutionary biologyElectrical engineeringNonlinear systemMathematical physicsTraffic control and managementTransportation Planning and OptimizationVehicle emissions and performance