A Block Factor Analysis Based Receiver for Blind Multi-User Access in Wireless Communications

@article{Nion2006ABF,
  title={A Block Factor Analysis Based Receiver for Blind Multi-User Access in Wireless Communications},
  author={Dimitri Nion and Lieven De Lathauwer},
  journal={2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings},
  year={2006},
  volume={5},
  pages={V-V}
}
In this paper, we present a technique for the blind separation of DS-CDMA signals received on an antenna array, for a multi-path propagation scenario with inter symbol interference. Our method relies on a new third-order tensor decomposition, which is a generalization of the parallel factor model. We start with the observation that the temporal, spatial and spectral diversities give a third-order tensor structure to the received data. This tensor is then decomposed in a sum of contributions by… CONTINUE READING
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Decomposing a tensor in rank- (R1,R2,R3) terms,

  • L. De Lathauwer
  • Tech. Rep., ETIS Lab., Cergy- Pontoise, France,
  • 2005
2 Excerpts

Signal Processing based on Multilinear Algebra

  • L. De Lathauwer
  • Ph.D. thesis, Faculty of Engineering, K.U. Leuven…
  • 1997
1 Excerpt

Foundations of the parafac procedure: Model and conditions for an ’explanatory’ multi-mode factor analysis,

  • R. Harshman
  • in UCLA Working Papers in Phonetics,
  • 1970
1 Excerpt

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