On Jacobi-type methods for blind equalization of paraunitary channels

In this paper a study of the cumulant-based blind equalization algorithms PAJOD and PAFA is conducted. Both algorithms assume that the data have been pre-whitened and hence the problem reduces to the estimation of paraunitary channels. The main contribution of this paper is an efficient implementati...

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Veröffentlicht in:Signal processing 2012-03, Vol.92 (3), p.617-624
Hauptverfasser: Sørensen, Mikael, De Lathauwer, Lieven, Icart, Sylvie, Deneire, Luc
Format: Artikel
Sprache:eng
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Zusammenfassung:In this paper a study of the cumulant-based blind equalization algorithms PAJOD and PAFA is conducted. Both algorithms assume that the data have been pre-whitened and hence the problem reduces to the estimation of paraunitary channels. The main contribution of this paper is an efficient implementation of the PAJOD algorithm called PAJOD2. Second, a performance comparison between the PAJOD, PAJOD2 and PAFA algorithms is reported. ► We review the Jacobi-type methods PAFA and PAJOD for blind equalization of paraunitary channels. ► We present the more efficient PAJOD2 method for blind equalization of paraunitary channels. ► We compare the performance of the PAFA, PAJOD and PAJOD2 methods.
ISSN:0165-1684
1872-7557
DOI:10.1016/j.sigpro.2011.07.005