Baseband Volterra filters for implementing carrier based nonlinearities

A diagonal coordinate representation for Volterra filters is developed and exploited to derive efficient Volterra filter implementations for processing carrier based input signals. In the diagonal coordinate representation, the output is expressed as a sum of linear filters applied to modified input...

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Veröffentlicht in:IEEE transactions on signal processing 1998-01, Vol.46 (1), p.103-114
Hauptverfasser: Raz, G.M., van Veen, B.D.
Format: Artikel
Sprache:eng
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Zusammenfassung:A diagonal coordinate representation for Volterra filters is developed and exploited to derive efficient Volterra filter implementations for processing carrier based input signals. In the diagonal coordinate representation, the output is expressed as a sum of linear filters applied to modified input signals. Hence, linear filtering methods are employed to implement the nonlinear filter on a baseband version of the input. Downsampling is then used to reduce computational complexity. The same approach is employed to develop efficient implementations for processing continuous-time carrier-based signals, pulse amplitude-modulated signals, and frequency division multiplexed input signals.
ISSN:1053-587X
1941-0476
DOI:10.1109/78.651189