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Nonlinear Model Predictive Control of Autonomous Vehicles Considering Dynamic Stability Constraints

Journal Article
2020-01-1400
ISSN: 2641-9645, e-ISSN: 2641-9645
Published April 14, 2020 by SAE International in United States
Nonlinear Model Predictive Control of Autonomous Vehicles Considering Dynamic Stability Constraints
Sector:
Citation: Chen, X., Wu, G., and Ren, M., "Nonlinear Model Predictive Control of Autonomous Vehicles Considering Dynamic Stability Constraints," SAE Int. J. Adv. & Curr. Prac. in Mobility 2(5):2974-2986, 2020, https://doi.org/10.4271/2020-01-1400.
Language: English

References

  1. González , D. , Pérez , J. , Milanés , V. , and Nashashibi , F. A Review of Motion Planning Techniques for Automated Vehicles IEEE Transactions on Intelligent Transportation Systems 17 4 1135 1145 2016 10.1109/TITS.2015.2498841
  2. Ding , Y. , Zhuang , W. , Qian , Y. , and Zhong , H. Trajectory Planning for Automated Lane-Change on a Curved Road for Collision Avoidance SAE Technical Paper 2019-01-0673 2019 https://doi.org/10.4271/2019-01-0673
  3. Xu , W. , Wei , J. , Dolan , J. , Zhao , H. , and Zha , H. A Real-Time Motion Planner with Trajectory Optimization for Autonomous Vehicles Proc. IEEE ICRA 2061 2067 May 2012
  4. Li , H. , Luo , Y. , and Wu , J. Collision-Free Path Planning for Intelligent Vehicles Based on Bézier Curve IEEE Access 7 123334 123340 2019 10.1109/ACCESS.2019.2938179
  5. Yang , Z. , Zhijin , Q. , and Yan , H. Trajectory Planning of Lane Changing for Intelligent Vehicles Journal of Chongqing Jiaotong University (Natural Science) 32 3 520 524 2013 10.3969/j.issn.1674-0696.2013.03.35
  6. Wang , Y.Y. , Pan , D. , Liu , Z. , and Feng , R. Study on Lane Change Trajectory Planning Considering of Driver Characteristics SAE Technical Paper 2018-01-1627 2018 https://doi.org/10.4271/2018-01-1627
  7. Majidi , M. , Arab , M. , and Tavoosi , V. Optimal Real-Time Trajectory Planning of Autonomous Ground Vehicles for Overtaking Moving Obstacles SAE Technical Paper 2017-01-0081 2017 https://doi.org/10.4271/2017-01-0081
  8. Mastinu , G. , Della Rossa , F. , Gobbi , M. , and Previati , G. Bifurcation Analysis of a Car Model Running on an Even Surface - A Fundamental Study for Addressing Autonomous Vehicle Dynamics SAE Int. J. Veh. Dyn., Stab., and NVH 1 2 2017 10.4271/2017-01-1589
  9. Chenchen , Z. , Qunsheng , X. , and He , L. A Study on the Influence of Sideslip Angle at Mass Center on Vehicle Stability Automotive Engineering 33 4 277 282 2011 10.19562/j.chinasae.qcgc.2011.04.001
  10. Fei , L. , Lu , X. , Deng , L. , Yuan , F. et al. Vehicle Stability Criterion Based on Phase Plane Method Journal of South China University of Technology (Natural Science Edition) 42 11 63 70 2014 10.3969/j.issn.1000-565X.2014.11.010
  11. Liu , W. , Xiong , L. , Leng , B. , Meng , H. et al. Vehicle Stability Criterion Research Based on Phase Plane Method SAE Technical Paper 2017-01-1560 2017 10.4271/2017-01-1560
  12. 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
  13. Hang , P. , Chen , X. , Luo , F. , and Fang , S. Robust Control of a Four-Wheel-Independent-Steering Electric Vehicle for Path Tracking SAE Int. J. Veh. Dyn., Stab., and NVH 1 2 2017 https://doi.org/10.4271/2017-01-1584
  14. Liu , Y. and Cui , D. Application of Optimal Control Method to Path Tracking Problem of Vehicle SAE Int. J. Veh. Dyn., Stab., and NVH 3 3 209 219 2019 https://doi.org/10.4271/10-03-03-0014
  15. Wang , Z. , Deng , W. , Zhang , S. , and Shi , J. Vehicle Automatic Lane Changing Based on Model Predictive Control SAE Int. J. Passeng. Cars - Electron. Electr. Syst. 9 1 2016 https://doi.org/10.4271/2016-01-0142
  16. Wang , Y. , Feng , R. , Pan , D. , Liu , Z. et al. The Trajectory Planning of the Lane Change Assist Based on the Model Predictive Control with Multi-Objective SAE Technical Paper 2017-01-2004 2017 https://doi.org/10.4271/2017-01-2004
  17. Novi , T. , Liniger , A. , Capitani , R. , Fainello , M. et al. The Influence of Autonomous Driving on Passive Vehicle Dynamics SAE Int. J. Veh. Dyn., Stab., and NVH 2 4 285 295 2018 https://doi.org/10.4271/2018-01-0551
  18. Yu , J. , Guo , X. , Pei , X. , Chen , Z. et al. Robust Model Predictive Control for Path Tracking of Autonomous Vehicle SAE Technical Paper 2019-01-0693 2019 https://doi.org/10.4271/2019-01-0693
  19. Wang , L. Model Predictive Control System Design and Implementation Using MATLAB 209 229 10.1007/978-1-84882-331-0
  20. Yangyang , Q. , Guangqiang , W. , and Xiaoxiao , G. Model Predictive Control Study of Electronic Throttle Based on Laguerre Functions Automobile Technology 1 33 37 2017
  21. Tosolin , G. and Ko , K. On the Use of Driver-in-the-Loop (DIL) Systems in Commercial Vehicle Chassis Development SAE Int. J. Veh. Dyn., Stab., and NVH 1 1 2017 https://doi.org/10.4271/2017-26-0242
  22. Brems , W. , Kruithof , N. , Uhlmann , R. , Wagner , A. et al. New Motion Cueing Algorithm for Improved Evaluation of Vehicle Dynamics on a Driving Simulator SAE Int. J. Veh. Dyn., Stab., and NVH 1 2 2017 https://doi.org/10.4271/2017-01-1566

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