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Overapproximating Reachable Tubes of Linear Time-Varying Systems

Mohamed Serry, Gunther Reissig

2021IEEE Transactions on Automatic Control19 citationsDOIOpen Access PDF

Abstract

We present a method to overapproximate reachable tubes over compact time intervals for linear continuous-time time-varying control systems, whose initial states and inputs are subject to compact convex uncertainty. The method uses numerical approximations of transition matrices, is convergent of first order, and assumes the ability to compute with compact convex sets in finite dimension. We also present a variant that applies to the case of zonotopic uncertainties, uses only linear algebraic operations, and yields zonotopic overapproximations. The performance of the latter variant is demonstrated on an example.

Topics & Concepts

MathematicsRegular polygonLinear systemAlgebraic numberControl theory (sociology)Convex optimizationCompact spaceApplied mathematicsConvex combinationOptimal controlMathematical analysisControl systemConvex analysisFinite setConvex setTopology (electrical circuits)Algebraic operationNumerical analysisLinear mapMultidimensional systemsConvex functionAlgorithmProper convex functionStability and Control of Uncertain SystemsControl Systems and IdentificationAdvanced Control Systems Optimization