Constrained sliding mode control for urban transportation network

This paper aims at presenting a Sliding Mode Control with constraints for urban transportation network. Firstly, by applying the store-and-forward approach, the transportation network is modeled into a linear model. Then, the controllability analysis has shown that the system is not totally controllable. Hence, it is split into controllable subsystem and uncontrollable one. Furthermore, the Sliding Mode Control is applied in order to prevent the congestion in the network and reduce the effect of disturbance. By applying the proposed traffic signal control strategy, we achieved our objective and at the same time we respected the constraints on the state and the control by means of Linear Matrix Inequality (LMI). Finally, a simulation for a network with four intersections is realized to show the performance of the results.

[1]  E. Yaz Linear Matrix Inequalities In System And Control Theory , 1998, Proceedings of the IEEE.

[2]  Stephen P. Boyd,et al.  Linear Matrix Inequalities in Systems and Control Theory , 1994 .

[3]  D I Robertson,et al.  "TRANSYT" METHOD FOR AREA TRAFFIC CONTROL , 1969 .

[4]  Abdellah El Moudni,et al.  Invariance principle for transportation network , 2016, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

[5]  Audra E. Kosh,et al.  Linear Algebra and its Applications , 1992 .

[6]  R D Bretherton,et al.  THE SCOOT ON-LINE TRAFFIC SIGNAL OPTIMISATION TECHNIQUE , 1982 .

[7]  Antonella Ferrara,et al.  Switched/time-based adaptation for second-order sliding mode control , 2016, Autom..

[8]  G. Monsees,et al.  Discrete-time sliding mode control with a disturbance estimator , 2001, 2001 European Control Conference (ECC).

[9]  Tang-Hsien Chang,et al.  Optimal signal timing for an oversaturated intersection , 2000 .

[10]  Markos Papageorgiou,et al.  A Multivariable Regulator Approach to Traffic-Responsive Network-Wide Signal Control , 2000 .

[11]  G. Monsees,et al.  Discrete-time sliding mode control , 2002 .

[12]  R B Potts,et al.  THE OVERSATURATED INTERSECTION , 1963 .

[13]  J. Hennet Une extension du lemme de Farkas et son application au problème de régulation linéaire sous contrainte , 1989 .

[14]  John D. C. Little,et al.  The Synchronization of Traffic Signals by Mixed-Integer Linear Programming , 2011, Oper. Res..

[15]  Radu-Emil Precup,et al.  Model-free sliding mode control of nonlinear systems: Algorithms and experiments , 2017, Inf. Sci..