A new independent component analysis algorithm: Joint approximate diagonalization of simplified cumulant matrices

This paper proposes a new algorithm to improve robustness, reliability and efficiency for blind signal separation with a different diagonal cumulant maximization criterion. It calculates a fraction of the fourth order cumulant set and avoids the eigenmatrix decomposition to considerably reduce the s...

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Bibliographic Details
Main Authors: Liu, Xianhua, Randall, R.
Other Authors: Hans-A. Bachor
Format: Conference Paper
Published: Australian Institute of Physics 2005
Subjects:
Online Access:http://hdl.handle.net/20.500.11937/5080