A Novel Observer Design for Simultaneous Estimation of Vehicle Steering Angle and Sideslip Angle

被引:117
作者
Zhang, Bangji [1 ]
Du, Haiping [2 ]
Lam, James [3 ]
Zhang, Nong [4 ]
Li, Weihua [2 ]
机构
[1] Hunan Univ, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
[2] Univ Wollongong, Fac Engn & Informat Sci, Wollongong, NSW 2522, Australia
[3] Univ Hong Kong, Dept Mech Engn, Hong Kong, Hong Kong, Peoples R China
[4] Univ Technol Sydney, Fac Engn, Ultimo, NSW 2007, Australia
基金
中国国家自然科学基金; 澳大利亚研究理事会;
关键词
Sideslip angle estimation; steering angle estimation; Takagi-Sugeno (T-S) fuzzy modeling; time-varying speed; unknown input observer; FAULT-DIAGNOSIS; SYSTEMS; GPS; FRONT;
D O I
10.1109/TIE.2016.2544244
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Both steering angle and sideslip angle are important states for vehicle handling and stability control. Instead of directly measuring these angles, indirect estimation of these states will provide a cost-effective way for the implementation of vehicle control systems. In the past, model-based methods have been proposed to estimate the sideslip angle with the measured steering angle. In this paper, a novel observer design is presented for simultaneous estimation of vehicle steering angle and sideslip angle so that the estimation of sideslip angle does not require the measurement of steering angle and the estimate of steering angle can also be used for other purposes, such as automatic steering control, steering system fault diagnosis, and driving performance monitoring. To enable this observer design, the Takagi-Sugeno (T-S) fuzzy modeling technique is applied to represent the vehicle lateral dynamics model with nonlinear Dugoff tyre model and time-varying vehicle speed. A T-S observer is then designed to simultaneously estimate the steering angle and sideslip angle with the measurements of yaw rate and vehicle speed, and is designed to be robust against parameter uncertainties and unknown inputs. The conditions for designing such an observer are derived in terms of linear matrix inequalities (LMIs). Experimental results are used to validate the effectiveness of the proposed approach. The results show that the designed observer can effectively estimate steering angle and sideslip angle despite the variation of vehicle longitudinal speed.
引用
收藏
页码:4357 / 4366
页数:10
相关论文
共 39 条
[1]  
Aguilera-González A, 2014, P AMER CONTR CONF, P3159, DOI 10.1109/ACC.2014.6858949
[2]  
Bevly DM, 2002, VEHICLE SYST DYN, V38, P127
[3]   RETRACTED: Robust Observer Design for Unknown Inputs Takagi-Sugeno Models (Retracted Article) [J].
Chadli, Mohammed ;
Karimi, Hamid Reza .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2013, 21 (01) :158-164
[4]   Intelligent Sensorless Antilock Braking System for Brushless In-Wheel Electric Vehicles [J].
Dadashnialehi, Amir ;
Bab-Hadiashar, Alireza ;
Cao, Zhenwei ;
Kapoor, Ajay .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2015, 62 (03) :1629-1638
[5]   Single-Sensor Control Strategies for Semi-Active Steering Damper Control in Two-Wheeled Vehicles [J].
De Filippi, Pierpaolo ;
Corno, Matteo ;
Tanelli, Mara ;
Savaresi, Sergio M. .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2012, 61 (02) :813-820
[6]   Connected Vehicles-Advancements in Vehicular Technologies and Informatics [J].
Dorrell, David G. ;
Vinel, Alexey ;
Cao, Dongpu .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2015, 62 (12) :7824-7826
[7]   Onboard Real-Time Estimation of Vehicle Lateral Tire-Road Forces and Sideslip Angle [J].
Doumiati, Moustapha ;
Victorino, Alessandro Correa ;
Charara, Ali ;
Lechner, Daniel .
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2011, 16 (04) :601-614
[8]   Side-slip angle estimation and stability control for a vehicle with a non-linear tyre model and a varying speed [J].
Du, Haiping ;
Lam, James ;
Cheung, Kie-Chung ;
Li, Weihua ;
Zhang, Nong .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2015, 229 (04) :486-505
[9]   Velocity-dependent robust control for improving vehicle lateral dynamics [J].
Du, Haiping ;
Zhang, Nong ;
Naghdy, Fazel .
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2011, 19 (03) :454-468
[10]   Stabilizing Vehicle Lateral Dynamics With Considerations of Parameter Uncertainties and Control Saturation Through Robust Yaw Control [J].
Du, Haiping ;
Zhang, Nong ;
Dong, Guangming .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2010, 59 (05) :2593-2597