Abstract: This letter addresses the finite-time parameter estimation problem for separable nonlinearly parameterized regression equations (NLPREs). The nonlinear vector function of unknown parameters ...

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This chapter introduces several popular modern control theory and optimization theory–based algorithms for parameter estimation, which can be classified as adaptive algorithm‐based, gradient‐based, ...