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Optimal Control Design for Perturbed Constrained Networked Control Systems

Masoud Bahraini, Mario Zanon, Alessandro Colombo, Paolo Falcone

2020IEEE Control Systems Letters34 citationsDOIOpen Access PDF

Abstract

This letter focuses on an optimal control design problem for a class of perturbed networked control systems where a number of systems, subject to state and input constraints, share a communication network with limited bandwidth. We first formulate an optimal control design problem with a constant feedback gain in order to minimize the communication demand for each system while guaranteeing satisfaction of state and input constraints; we show that this optimization problem is very hard to solve. Then, we formulate the same optimal control design problem with a non-constant feedback gain; we argue that this problem is less difficult and results in a lower, or equal, communication demand in comparison to the design with the constant feedback gain. We illustrate and compare these optimal control designs by a simple example.

Topics & Concepts

Constant (computer programming)Optimal controlComputer scienceNetworked control systemControl (management)Control theory (sociology)Bandwidth (computing)Optimization problemTelecommunications networkMathematical optimizationControl systemOptimal designState (computer science)MathematicsEngineeringTelecommunicationsAlgorithmArtificial intelligenceMachine learningProgramming languageElectrical engineeringAdvanced Control Systems OptimizationStability and Control of Uncertain SystemsAdaptive Control of Nonlinear Systems
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