Multiobjective H∞ Control for String Stability of Cooperative Adaptive Cruise Control Systems

被引:84
作者
Kayacan, Erkan [1 ]
机构
[1] Univ Illinois, Coordinated Sci Lab, Champaign, IL 61801 USA
来源
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES | 2017年 / 2卷 / 01期
关键词
Adaptive cruise control; cooperative adaptive cruise control; autonomous vehicles; string stability; vehicle platoons; H-infinity control;
D O I
10.1109/TIV.2017.2708607
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Autonomous vehicle following systems are playing a decisive role to increase vehicle density on roads by shortening intervehicle time gaps. However, disturbance attenuation along a platoon of vehicles, i.e., string stability, is being a challenging task while time gap is getting shorter. In order to guarantee the string stability of a vehicle platoon, a multiobjective H-infinity control formulation for adaptive cruise control and cooperative adaptive cruise control structures has been investigated in this paper. The proposed control method solves an optimization problem and achieves a controller that is able to provide not only the system stability, but also the string stability as distinct from the traditional H-infinity control.
引用
收藏
页码:52 / 61
页数:10
相关论文
共 42 条
[1]  
Bu FP, 2010, P AMER CONTR CONF, P4616
[2]   Cooperative Vehicular Safety Applications [J].
Caveney, Derek .
IEEE CONTROL SYSTEMS MAGAZINE, 2010, 30 (04) :38-53
[3]   Extended H2 and H∞ norm characterizations and controller parametrizations for discrete-time systems [J].
De Oliveira, MC ;
Geromel, JC ;
Bernussou, J .
INTERNATIONAL JOURNAL OF CONTROL, 2002, 75 (09) :666-679
[4]   Cooperative Adaptive Cruise Control: A Reinforcement Learning Approach [J].
Desjardins, Charles ;
Chaib-draa, Brahim .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2011, 12 (04) :1248-1260
[5]   A Review of Communication, Driver Characteristics, and Controls Aspects of Cooperative Adaptive Cruise Control (CACC) [J].
Dey, Kakan C. ;
Yan, Li ;
Wang, Xujie ;
Wang, Yue ;
Shen, Haiying ;
Chowdhury, Mashrur ;
Yu, Lei ;
Qiu, Chenxi ;
Soundararaj, Vivekgautham .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2016, 17 (02) :491-509
[6]   Distributed Receding Horizon Control of Vehicle Platoons: Stability and String Stability [J].
Dunbar, William B. ;
Caveney, Derek S. .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2012, 57 (03) :620-633
[7]   A LINEAR MATRIX INEQUALITY APPROACH TO H-INFINITY CONTROL [J].
GAHINET, P ;
APKARIAN, P .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 1994, 4 (04) :421-448
[8]   Cooperative Adaptive Cruise Control Implementation of Team Mekar at the Grand Cooperative Driving Challenge [J].
Guvenc, Levent ;
Uygan, Ismail Meric Can ;
Kahraman, Kerim ;
Karaahmetoglu, Raif ;
Altay, Ilker ;
Senturk, Mutlu ;
Emirler, Mumin Tolga ;
Karci, Ahu Ece Hartavi ;
Guvenc, Bilin Aksun ;
Altug, Erdinc ;
Turan, Murat Can ;
Tas, Omer Sahin ;
Bozkurt, Eray ;
Oezguener, Uemit ;
Redmill, Keith ;
Kurt, Arda ;
Efendioglu, Baris .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2012, 13 (03) :1062-1074
[9]   Stability and robustness of large platoons of vehicles with double-integrator models and nearest neighbor interaction [J].
Hao, He ;
Barooah, Prabir .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2013, 23 (18) :2097-2122
[10]   Distributed nonlinear model predictive control of an autonomous tractor-trailer system [J].
Kayacan, Erkan ;
Kayacan, Erdal ;
Ramon, Herman ;
Saeys, Wouter .
MECHATRONICS, 2014, 24 (08) :926-933