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Mean-square exponential stabilization of mixed-autonomy traffic PDE system

Authors: Zhang, Yihuai; Yu, Huan; Auriol, Jean; Pereira, Mike;

Mean-square exponential stabilization of mixed-autonomy traffic PDE system

Abstract

Control of mixed-autonomy traffic where Human-driven Vehicles (HVs) and Autonomous Vehicles (AVs) coexist on the road has gained increasing attention over the recent decades. This paper addresses the boundary stabilization problem for mixed traffic on freeways. The traffic dynamics are described by uncertain coupled hyperbolic partial differential equations (PDEs) with Markov jumping parameters, which aim to address the distinctive driving strategies between AVs and HVs. Considering that the spacing policies of AVs vary in mixed traffic, the stochastic impact area of AVs is governed by a continuous Markov chain. The interactions between HVs and AVs such as overtaking or lane changing are mainly induced by impact areas. Using backstepping design, we develop a full-state feedback boundary control law to stabilize the deterministic system (nominal system). Applying Lyapunov analysis, we demonstrate that the nominal backstepping control law is able to stabilize the traffic system with Markov jumping parameters, provided the nominal parameters are sufficiently close to the stochastic ones on average. The mean-square exponential stability conditions are derived, and the results are validated by numerical simulations.

Countries
France, China (People's Republic of), China (People's Republic of)
Keywords

boundary control, backstepping, Traffic flow control, Systems and Control (eess.SY), Dynamical Systems (math.DS), Exponential stability, Electrical Engineering and Systems Science - Systems and Control, 510, Mathematics - Analysis of PDEs, transportation systems, partial differential equations, FOS: Mathematics, FOS: Electrical engineering, electronic engineering, information engineering, [MATH.MATH-AP]Mathematics [math]/Analysis of PDEs [math.AP], Mean-square exponential stability, Stochastic systems in control theory (general), Mathematics - Dynamical Systems, Mathematics - Optimization and Control, mean-square exponential stability, Control/observation systems governed by partial differential equations, Boundary control, traffic flow control, Transportation systems, Partial differential equations, 620, Traffic problems in operations research, Backstepping, Optimization and Control (math.OC), Analysis of PDEs (math.AP)

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
9
Top 10%
Top 10%
Top 10%
Green