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SPAWC 2010 : 11th IEEE International Workshop on Signal Processing Advances in Wireless Communications, Marrakech : Maroc (2010)
Robustness of blind subspace based techniques using lp quasi-norms
Abla Kammoun 1, Abdeldjalil Aissa El Bey 2, Karim Abed-Meraim 1, Sofiene Affes 3
(2010)

It has been very recently noted that it is possible to recover the blind channel estimate in case of channel order overmodeling by using ℓp quasi norms. But, to the best of our knowledge, there is, until now, no theoretical results that investigate this issue. In this paper, we propose to study the robustness of subspace blind methods using ℓp quasi-norms in the noiseless case and for nonsparse channels. More particularly, we provide conditions that ensures channel identifiability and study their frequency of occurence with respect to the system parameters.
1:  Département Traitement du Signal et des Images (TSI)
Télécom ParisTech
2:  Département Signal et Communications (SC)
Institut Mines-Télécom – Télécom Bretagne – PRES Université Européenne de Bretagne [UEB]
3:  Institut National de la Recherche Scientifique (INRS)
.
Lab-STICC_TB_CACS_COM
Engineering Sciences/Signal and Image processing

Computer Science/Signal and Image Processing
Channel estimation – SIMO systems – Sparse channel
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