Mistuning-Based Control Design to Improve Closed-Loop Stability Margin of Vehicular Platoons

被引:243
作者
Barooah, Prabir [1 ]
Mehta, Prashant G. [2 ]
Hespanha, Joao P. [3 ]
机构
[1] Univ Florida, Dept Mech & Aerosp Engn, Gainesville, FL 32611 USA
[2] Univ Illinois, Dept Engn Sci & Mech, Urbana, IL 61801 USA
[3] Univ Calif Santa Barbara, Ctr Control Dynam Syst & Computat, Santa Barbara, CA 93106 USA
基金
美国国家科学基金会;
关键词
Partial differential equation (PDE); OPTIMAL ERROR REGULATION; TRAFFIC FLOW; INFORMATION; SYMMETRY; MOTION;
D O I
10.1109/TAC.2009.2026934
中图分类号
TP [自动化技术、计算机技术];
学科分类号
080201 [机械制造及其自动化];
摘要
We consider a decentralized bidirectional control of a platoon of identical vehicles moving in a straight line. The control objective is for each vehicle to maintain a constant velocity and inter-vehicular separation using only the local information from itself and its two nearest neighbors. Each vehicle is modeled as a double integrator. To aid the analysis, we use continuous approximation to derive a partial differential equation (PDE) approximation of the discrete platoon dynamics. The PDE model is used to explain the progressive loss of closed-loop stability with increasing number of vehicles, and to devise ways to combat this loss of stability. If every vehicle uses the same controller, we show that the least stable closed-loop eigenvalue approaches zero as O(1/N-2) in the limit of a large number (N) of vehicles. We then show how to ameliorate this loss of stability by small amounts of "mistuning", i.e., changing the controller gains from their nominal values. We prove that with arbitrary small amounts of mistuning, the asymptotic behavior of the least stable closed loop eigenvalue can be improved to O(1/N). All the conclusions drawn from analysis of the PDE model are corroborated via numerical calculations of the state-space platoon model.
引用
收藏
页码:2100 / 2113
页数:14
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