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Vehicle Sideslip Angle Estimation Considering the Tire Pneumatic Trail Variation
Technical Paper
2018-01-0571
ISSN: 0148-7191, e-ISSN: 2688-3627
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English
Abstract
Vehicle sideslip angle is significant for electronic stability control devices and hard to estimate due to the nonlinear and uncertain vehicle and tire dynamics. In this paper, based on the two track vehicle dynamic model considering the tire pneumatic trail variation, the vehicle sideslip angle estimation method was proposed. First, the extra steering angle of each wheel caused by kinematics and compliance characteristics of the steering system and suspension system was analyzed. The steering angle estimation method was designed. Since the pneumatic trail would vary with different tire slip angle, distances between the center of gravity (COG) and front&rear axle also change with the tire slip angle. Then, based on the dynamic pneumatic trail and estimated steering angle, we modified the traditional two track vehicle dynamic model using a brush tire model. This model matches the vehicle dynamics more accurately. In addition, we designed two extended Kalman filters (EKF) based on the traditional two track vehicle dynamic model and modified two track vehicle dynamic model to estimate the vehicle sideslip angle. In the end, the extended Kalman filters were validated under simulations under multi-maneuvers in high friction road. The estimation results were compared with the actual sideslip angle which shows the accuracy of extended Kalman filter with modified two track dynamics model is higher than the extended Kalman filter with traditional two track dynamic model.
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Xia, X., Xiong, L., Lin, X., and Yu, Z., "Vehicle Sideslip Angle Estimation Considering the Tire Pneumatic Trail Variation," SAE Technical Paper 2018-01-0571, 2018, https://doi.org/10.4271/2018-01-0571.Data Sets - Support Documents
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References
- Erke , A. Effects of Electronic Stability Control (ESC) on Accidents: A Review of Empirical Evidence Accident Analysis & Prevention 40 1 167 173 2008
- Zanten , A.T.V. Bosch ESP Systems: 5 Years of Experience SAE 2000 Automotive Dynamics & Stability Conference 10.4271/2000-01-1633
- Xiong , L. , Yu , Z. , Wang , Y. , Yang , C. et al. Vehicle Dynamics Control of Four In-Wheel Motor Drive Electric Vehicle Using Gain Scheduling Based on Tyre Cornering Stiffness Estimation Vehicle System Dynamics 50 6 831 846 2012 10.1080/00423114.2012.663921
- Chen , J. , Song , J. , Li , L. , Jia , G. et al. UKF-Based Adaptive Variable Structure Observer for Vehicle Sideslip with Dynamic Correction IET Control Theory & Applications 10 14 1641 1652 2016 10.1049/iet-cta.2015.1030
- Chung , T. and Yi , K. Design and Evaluation of Side Slip Angle-Based Vehicle Stability Control Scheme on a Virtual Test Track IEEE Transactions on Control Systems Technology 14 2 224 234 2006 10.1109/TCST.2005.863649
- Oh , J.J. and Choi , S.B. Vehicle Velocity Observer Design Using 6-D IMU and Multiple-Observer Approach IEEE Transactions on Intelligent Transportation Systems 13 4 1865 1879 2012 10.1109/TITS.2012.2204984
- Bevly , D.M. , Ryu , J. , and Gerdes , J.C. Integrating INS Sensors With GPS Measurements for Continuous Estimation of Vehicle Sideslip, Roll, and Tire Cornering Stiffness IEEE Transactions on Intelligent Transportation Systems 7 4 483 493 2006 10.1109/TITS.2006.883110
- Yoon , J. and Peng , H. A Cost-Effective Sideslip Estimation Method Using Velocity Measurements from two GPS Receivers IEEE Transactions on Vehicular Technology 63 6 2589 2599 2014 10.1109/TVT.2013.2294717
- Yoon , J. and Peng , H. Robust Vehicle Sideslip Angle Estimation through a Disturbance Rejection Filter that Integrates a Magnetometer with GPS IEEE Transactions on Intelligent Transportation Systems 15 1 191 204 2014 10.1109/TITS.2013.2275173
- Botha , T.R. and Els , P.S. Digital Image Correlation Techniques for Measuring Tyre-Road Interface Parameters: Part 1 - Side-Slip Angle Measurement on Rough Terrain Journal of Terramechanics 61 87 100 2015 10.1016/j.jterra.2015.04.004
- Matsui , T. , Suganuma , N. , and Fujiwara , N. Measurement of Vehicle Sideslip Angle Using Stereovision Transactions of the Japan Society of Mechanical Engineers C 71 711 3202 3207 2005
- Ahmed , H. and Tahir , M. Accurate Attitude Estimation of a Moving Land Vehicle Using Low-Cost MEMS IMU Sensors IEEE Transactions on Intelligent Transportation Systems 99 1 17 2017 10.1109/TITS.2016.2627536
- Antonov , S. , Fehn , A. , and Kugi , A. Unscented Kalman Filter for Vehicle State Estimation Vehicle System Dynamics 49 9 1497 1520 2011 10.1080/00423114.2010.527994
- Li , L. , Jia , G. , Ran , X. , Song , J. et al. A Variable Structure Extended Kalman Filter for Vehicle Sideslip Angle Estimation on a Low Friction Road Vehicle System Dynamics 52 2 280 308 2014 10.1080/00423114.2013.877148
- Gao , X. , Yu , Z. , Neubeck , J. , Wiedemann , J. , and Wiedemann , J.N.J. Sideslip Angle Estimation Based on Input-Output Linearisation with Tire-Road Friction Adaptation Vehicle System Dynamics 48 2 217 234 2010 10.1080/00423110902721824
- Zhang , H. , Huang , X. , Wang , J. , and Karimi , H.R. Robust Energy-to-Peak Sideslip Angle Estimation with Applications to Ground Vehicles Mechatronics 30 338 347 2015 10.1016/j.mechatronics.2014.08.003
- Lian , Y.F. , Zhao , Y. , Hu , L.L. , and Tian , Y.T. Cornering Stiffness and Sideslip Angle Estimation Based on Simplified Lateral Dynamic Models for Four-in-Wheel-Motor-Driven Electric Vehicles with Lateral Tire Force Information International Journal of Automotive Technology 16 4 669 683 2015 10.1007/s12239-015-0068-4
- Grip , H. , Fj , V. , Imsland , L. , Johansen , T.A. et al. Nonlinear Vehicle Side-Slip Estimation with Friction Adaptation Automatica 44 3 611 622 2008 10.1016/j.automatica.2007.06.017
- Du , H. , Lam , J. , Cheung , K.C. , Li , W.H. et al. Side-Slip Angle Estimation and Stability Control for a Vehicle with a Non-Linear Tyre Model and a Varying Speed Proceedings of the Institution of Mechanical Engineers Part D: Journal of Automobile Engineering 229 4 486 505 2015 10.1177/0954407014547239
- Boada , B.L. , Boada , M.J.L. , Gauchía , A. , Di’az , V. et al. Sideslip Angle Estimator Based on ANFIS for Vehicle Handling and Stability Journal of Mechanical Science & Technology 29 4 1473 1481 2015 10.1007/s12206-015-0320-x
- Leung , T. , Whidborne , J.F. , Purdy , D. , and Dunoyer , A. A Review of Ground Vehicle Dynamic State Estimations Utilising GPS/INS Vehicle System Dynamics 49 1-2 29 58 2011 10.1080/00423110903406649
- Piyabongkarn , D. , Rajamani , R. , Grogg , J.A. , and Lew , J.Y. Development and Experimental Evaluation of a Slip Angle Estimator for Vehicle Stability Control IEEE Transactions on Control Systems Technology 17 1 78 88 2009
- Wang , Y.F. , Binh , M.N. , Fujimoto , H. , and Hori , Y. Multirate Estimation and Control of Body Slip Angle for Electric Vehicles Based on Onboard Vision System IEEE Transactions on Industrial Electronics 61 2 1133 1143 2014 10.1109/TIE.2013.2271596
- Mitschke , D.I.M. Dynamik der Kraftfahrzeuge[M] Springer 1972
- Hsu , Y.J. , Laws , S.M. , and Gerdes , J.C. Estimation of Tire Slip Angle and Friction Limits Using Steering Torque IEEE Transactions on Control Systems Technology 18 4 896 907 2010 10.1109/TCST.2009.2031099