Complex-valued ICA based on a pair of generalized covariance matrices

DOI10.1016/j.csda.2008.01.001zbMath1452.62417OpenAlexW2109101189MaRDI QIDQ1023717

Esa Ollila, Visa Koivunen, Hannu Oja

Publication date: 12 June 2009

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2008.01.001

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Factor analysis and principal components; correspondence analysis (62H25)

Related Items (6)

Widely linear prediction for transfer function models based on the infinite past ⋮ Minimum distance index for complex valued ICA ⋮ Sampling properties of color independent component analysis ⋮ On asymptotic properties of the scatter matrix based estimates for complex valued independent component analysis ⋮ Independent component analysis via nonparametric maximum likelihood estimation ⋮ Complex ICA using generalized uncorrelating transform

Uses Software

• robustbase
• FastICA
• ICALAB

Cites Work

• Unnamed Item
• Complex ICA using generalized uncorrelating transform
• Independent component analysis based on symmetrised scatter matrices
• Robust m-estimators of multivariate location and scatter
• Independent component analysis, a new concept?
• Data analysis for shapes and images
• Complex random vectors and ICA models: identifiability, uniqueness, and separability
• Robust Statistics
• Robust Statistics

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