Adaptive Control, Filtering, and Signal Processing
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Beschreibung
The area of adaptive systems, which encompasses recursive identification, adaptive control, filtering, and signal processing, has been one of the most active areas of the past decade. Since adaptive controllers are fundamentally nonlinear controllers which are applied to nominally linear, possibly stochastic and time-varying systems, their theoretical analysis is usually very difficult. Nevertheless, over the past decade much fundamental progress has been made on some key questions concerning their stability, convergence, performance, and robustness. Moreover, adaptive controllers have been successfully employed in numerous practical applications, and have even entered the marketplace.
Autor*in
K.J. Aström
Themen in »Adaptive Control, Filtering, and Signal Processing«
Nonlinear system Signal adaptive control algorithm algorithms control feedback filtering nonlinear control signal processing stability system system identification