Low-complexity data reusing methods in adaptive filtering

Most adaptive filtering algorithms couple performance with complexity. Over the last 15 years, a class of algorithms, termed "affine projection" algorithms, have given system designers the capability to tradeoff performance with complexity. By changing parameters and the size/scale of data...

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Veröffentlicht in:	IEEE transactions on signal processing 2004-02, Vol.52 (2), p.394-405
Hauptverfasser:	Soni, R.A., Gallivan, K.A., Jenkins, W.K.
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive algorithm Adaptive algorithms Adaptive filters Algorithm design and analysis Algorithms Applied sciences Classification Complexity Computational complexity Convergence Detection, estimation, filtering, equalization, prediction Exact sciences and technology Filtering algorithms Information, signal and communications theory Least squares approximation Least squares methods Projection Projection algorithms Resonance light scattering Signal and communications theory Signal, noise Strategy Studies Telecommunications and information theory
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