DocumentCode :
14954
Title :
Sliding Mode Control of Crowd Dynamics
Author :
Wadoo, S.A.
Author_Institution :
New York Inst. of Technol., Old Westbury, NY, USA
Volume :
21
Issue :
3
fYear :
2013
fDate :
May-13
Firstpage :
1008
Lastpage :
1015
Abstract :
In this paper, the design of nonlinear sliding mode controllers for models representing crowd dynamics in one dimension is presented. The main contribution of this paper is the stability analysis and robust control synthesis of hyperbolic partial differential equation (PDE) system models using the sliding mode method. The application of this research is in crowd control and in dynamically controlling the evacuation of pedestrians in the presence of disturbances. Crowd densities can change due to blocked exits or due to a varying influx of people. Recent advances in sensor technology have made the measurement of pedestrian densities and velocities possible. As such, the development and implementation of efficient control algorithms to control crowd movements that can avoid jams is realizable. The crowd model presented here is a system of nonlinear hyperbolic PDEs based on the laws of conservation of mass and momentum. The sliding mode control is designed in the presence of both matched and unmatched uncertainties due to external disturbance and parametric variations. The controllers designed are shown to be robust to disturbances.
Keywords :
control system synthesis; hyperbolic equations; nonlinear control systems; partial differential equations; robust control; variable structure systems; PDE system models; crowd dynamics; hyperbolic partial differential equation system models; nonlinear hyperbolic PDE system; nonlinear sliding mode controller design; parametric variations; robust control synthesis; sensor technology; sliding mode control; stability analysis; Equations; Feedback control; Lyapunov methods; Mathematical model; Sliding mode control; Stability analysis; Uncertainty; Crowd control; Lyapunov redesign; distributed control; hyperbolic partial differential equations (PDEs); sliding mode control;
fLanguage :
English
Journal_Title :
Control Systems Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6536
Type :
jour
DOI :
10.1109/TCST.2012.2196700
Filename :
6208844
Link To Document :
بازگشت