SDRE preview control for a LPV modelled autonomous vehicle

This paper aims to present a Preview Controller by taking State-Dependent Riccati Equation (SDRE) approach to the standard Preview Control solution based on Linear Quadratic (LQ) framework. A Matlab/Simulink simulation study for performing a lane change task for a LPV modelled autonomous vehicle has been conducted. The control objective is to achievereference tracking under parameter variation. It is assumed that the system has access to the future reference information for Np preview steps. The results show that the SDRE Preview Controller demonstrates good transient behaviour and achieve reference tracking objective.

[1]  Tayfun Çimen,et al.  State-Dependent Riccati Equation (SDRE) Control: A Survey , 2008 .

[2]  Andrew Hazell,et al.  Discrete-time optimal preview control , 2008 .

[3]  Dot Hs,et al.  Analysis of Lane-Change Crashes and Near-Crashes , 2009 .

[4]  M.M.M. Negm,et al.  Properties of adaptive, optimal and preview controllers based on MVC and LQS optimal controller application to robotic manipulator , 1991 .

[5]  Vijay John,et al.  Self-scheduling robust preview controllers for path tracking and autonomous vehicles , 2017, 2017 11th Asian Control Conference (ASCC).

[6]  Takeshi Kimura,et al.  ADVANCED CONTROL METHODS OF ACTIVE SUSPENSION. , 1992 .

[7]  Wonhee Kim,et al.  Lateral Control System for Autonomous Lane Change System on Highways , 2016 .

[8]  Erdem Uzunsoy,et al.  Development of a trajectory following vehicle control model , 2016 .

[9]  Masayoshi Tomizuka,et al.  Optimal Discrete Finite Preview Problems (Why and How Is Future Information Important , 1975 .

[10]  Francesco Borrelli,et al.  Predictive Active Steering Control for Autonomous Vehicle Systems , 2007, IEEE Transactions on Control Systems Technology.

[11]  J. Cloutier State-dependent Riccati equation techniques: an overview , 1997, Proceedings of the 1997 American Control Conference (Cat. No.97CH36041).

[12]  M. H. Shwehdi,et al.  A global ANN algorithm for induction motor based on optimal preview control theory , 2003, 2003 IEEE Bologna Power Tech Conference Proceedings,.

[13]  E. K. Bender,et al.  Optimum Linear Preview Control With Application to Vehicle Suspension , 1968 .

[14]  Akhilesh Swarup,et al.  Optimal preview control: A review , 2015 .

[15]  Kiyotsugu Takaba A tutorial on preview control systems , 2003, SICE 2003 Annual Conference (IEEE Cat. No.03TH8734).

[16]  Kazuhito Yokoi,et al.  Biped walking pattern generation by using preview control of zero-moment point , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

[17]  Robin S. Sharp,et al.  OPTIMAL PREVIEW CAR STEERING CONTROL , 2001 .

[18]  Masayoshi Tomizuka,et al.  State-space dynamic performance preview-predictive controller , 2007 .

[19]  Alexander Stotsky,et al.  Model Based Control of Wind Turbines: Look-Ahead Approach , 2012, ROCOND.

[20]  David J. Cole,et al.  Predictive and linear quadratic methods for potential application to modelling driver steering control , 2006 .