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

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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:	Independent component analysis Blind source separation fourth order cumulant matrix diagonalization
Online Access:	http://hdl.handle.net/20.500.11937/5080

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