On Data-Selective Adaptive Filtering

The current trend of acquiring data pervasively calls for some data-selection strategy, particularly in the case a subset of the data does not bring enough innovation. In this paper, we present some extensions of the existing adaptive filtering algorithms enabling data selection, which also address...

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Veröffentlicht in:	IEEE transactions on signal processing 2018-08, Vol.66 (16), p.4239-4252
1. Verfasser:	Diniz, Paulo S. R.
Format:	Artikel
Sprache:	eng
Schlagworte:	adaptive filters Adaptive signal processing Censorship Computational complexity Convergence data processing Estimation learning systems Measurement uncertainty Noise measurement parameter estimation Signal processing algorithms system identification
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