Stochastic Approximation and Its Applications

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Estimating unknown parameters based on observation data conta- ing information about the parameters is ubiquitous in diverse areas of both theory and application. For example, in system identification the unknown system coefficients are estimated on the basis of input-output data of the control system; in adaptive control systems the adaptive control gain should be defined based on observation data in such a way that the gain asymptotically tends to the optimal one; in blind ch- nel identification the channel coefficients ...

Stochastic Approximation and Its Applications 2010, Springer-Verlag New York Inc., New York, NY

ISBN-13: 9781441952288

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