Optimal Motion Planning of Four-Wheeled Trailer System

To solve the problem of optimal motion planning of four-wheeled trailer systems(FWTSs) with control constraints, a symplectic numerical method for optimal control subject to index-2 differential-algebraic equations(DAEs) with inequality constraints is developed. In the proposed method, the optimal control problem is firstly converted into a mixed nonlinear complementary problem(MNCP) with the help of variation principle and generation function theory. Then, the mixed nonlinear complementary problem is converted into equivalent nonsmooth equations. Finally, the nonsmooth equations are solved by nonsmooth Newton method. The proposed method satisfies the first-order necessary conditions and matrices involved are sparse, it is beneficial to save memory and heighten efficiency. Numerical simulations demonstrate that the proposed method is effective for motion planning of four-wheeled trailer system.

[1]  M. Pies,et al.  Dynamic optimization of guided missile trajectory by use of Matlab and Dynopt Toolbox , 2012, 2012 12th International Conference on Control, Automation and Systems.

[2]  Erdal Kayacan,et al.  Learning in Centralized Nonlinear Model Predictive Control: Application to an Autonomous Tractor-Trailer System , 2021, IEEE Transactions on Control Systems Technology.

[3]  Ming Yue,et al.  Trajectory tracking control for tractor-trailer vehicles: a coordinated control approach , 2018 .

[4]  Liqun Qi,et al.  A nonsmooth version of Newton's method , 1993, Math. Program..

[5]  Bjarne Foss,et al.  An augmented Lagrangian method for optimal control of continuous time DAE systems , 2016, 2016 IEEE Conference on Control Applications (CCA).

[6]  Matthias Gerdts,et al.  A globally convergent semi-smooth Newton method for control-state constrained DAE optimal control problems , 2011, Comput. Optim. Appl..

[7]  Jing Yuan,et al.  Hierarchical Motion Planning for Multisteering Tractor–Trailer Mobile Robots with On-Axle Hitching , 2017, IEEE/ASME Transactions on Mechatronics.

[8]  S. Ali A. Moosavian,et al.  Robust Adaptive Controller for a Tractor–Trailer Mobile Robot , 2014, IEEE/ASME Transactions on Mechatronics.

[9]  Jie Chen,et al.  Cooperative transportation control of multiple mobile manipulators through distributed optimization , 2018, Science China Information Sciences.

[10]  H. R. Marzban,et al.  A composite Chebyshev finite difference method for nonlinear optimal control problems , 2013, Commun. Nonlinear Sci. Numer. Simul..

[11]  M. Gerdts Optimal Control of ODEs and DAEs , 2011 .

[12]  K. Teo,et al.  A sequential computational approach to optimal control problems for differential-algebraic systems based on efficient implicit Runge–Kutta integration , 2017 .

[13]  Sheng Zhang,et al.  An iterative symplectic pseudospectral method to solve nonlinear state-delayed optimal control problems , 2017, Commun. Nonlinear Sci. Numer. Simul..

[14]  Daniel J. Scheeres,et al.  Determination of optimal feedback terminal controllers for general boundary conditions using generating functions , 2006, Autom..

[15]  Haijun Peng,et al.  An hp symplectic pseudospectral method for nonlinear optimal control , 2017, Commun. Nonlinear Sci. Numer. Simul..

[16]  Yongming BIAN,et al.  Kinematics and Path Following Control of an Articulated Drum Roller , 2017 .