JOURNAL ARTICLE

Networked min–max model predictive control of constrained nonlinear systems with delays and packet dropouts

Huiping LiYang Shi

Year: 2013 Journal:   International Journal of Control Vol: 86 (4)Pages: 610-624   Publisher: Taylor & Francis

Abstract

This article investigates a class of constrained nonlinear networked control systems (NCSs) subject to external disturbances, input and state constraints and network-induced constraints. From a practical perspective, the network-induced constraints considered include the time delays and packet dropouts on both the sensor-to-controller (S-C) channel and the controller-to-actuator (C-A) channel simultaneously. The min–max model predictive control method is proposed to design the control packets by incorporating the external disturbances into the optimisation problem. Moreover, the input-to-state practical stability of the resulting nonlinear NCS is established by constructing a novel Lyapunov function. Finally, the simulation results and the comparison studies are presented to demonstrate the effectiveness and improvement of the proposed method.

Keywords:
Control theory (sociology) Network packet Nonlinear system Actuator Model predictive control Controller (irrigation) State (computer science) Networked control system Lyapunov function Stability (learning theory) Computer science Channel (broadcasting) Control (management) Algorithm Artificial intelligence

Metrics

52
Cited By
13.67
FWCI (Field Weighted Citation Impact)
43
Refs
0.99
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Control Systems Optimization
Physical Sciences →  Engineering →  Control and Systems Engineering
Fault Detection and Control Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Stability and Control of Uncertain Systems
Physical Sciences →  Engineering →  Control and Systems Engineering

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