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Super-symmetric decomposition of the fourth-order cumulant tensor. Blind identification of more sources than sensors

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1 Author(s)
Cardoso, J. ; Telecom Paris, France

Ideas for higher-order array processing are introduced, focusing on fourth-order cumulant statistics. They are expressed in an index-free formalism allowing the exploitation of all their symmetry properties. It is shown that, when dealing with 4-index quantities, symmetries are related to rank properties. The rich symmetry structure yields a class of identification algorithms. An algebraic technique for blind identification is included, and a few others are briefly indicated

Published in:
Acoustics, Speech, and Signal Processing, 1991. ICASSP-91., 1991 International Conference on

Date of Conference: 14-17 Apr 1991

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