Journal of Signal Processing · 2018 · 11 citations · 7 references
EngineeringMathematicsSystems EngineeringDynamical SystemsSystems AnalysisSystems ModelingControl TheoryDigital Signal ProcessingNonlinear ControlLinearizationLinearization TheoryNonlinear Control SystemsNonlinear ObserversNonlinear System ModelingNonlinear SystemsObserver Design For Nonlinear Systems
In this paper we consider a pseudo-formal linearization that transforms a given nonlinear system into a pseudolinear system. The given nonlinear system is linearized piecewise by the formal linearization method based on a Taylor expansion considering up to higher-order terms, and then each piecewise linearized system is smoothly united into a single linearized system by an automatic choosing function. The error bounds of this pseudo-formal linearization indicate that the accuracy of the approximation is improved when the domain is reasonably divided and as the order of the polynomials increases. A nonlinear observer and a nonlinear filter are also synthesized as applications of the pseudo-formal linearization. The high validity of this method is verified through numerical examples.
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On the linear equivalents of nonlinear systems
Renjeng Su · Systems & Control Letters · 1982 · 454 citations
Feedback Invariants for Nonlinear Systems *
R. Brockett · IFAC Proceedings Volumes · 1978 · 437 citations
Local Contractions and a Theorem of Poincare
Shlomo Sternberg · American Journal of Mathematics · 1957 · 423 citations