Abstract | ||
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Despite of the increased interest in independent component analysis (ICA) during the past two decades, a simple closed form expression of the Cramer-Rao bound (CRB) for the demixing matrix estimation has not been established in the open literature. In the present paper we fill this gap by deriving a simple closed-form expression for the CRB of the demixing matrix directly from its definition. A si... |
Year | DOI | Venue |
---|---|---|
2008 | 10.1109/TSP.2007.910484 | IEEE Transactions on Signal Processing |
Keywords | DocType | Volume |
Independent component analysis,Covariance matrix,Closed-form solution,Vectors,Maximum likelihood estimation,Signal analysis,Data analysis,Data mining,Signal generators,Parameter estimation | Journal | 56 |
Issue | ISSN | Citations |
4 | 1053-587X | 7 |
PageRank | References | Authors |
0.55 | 12 | 3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Esa Ollila | 1 | 351 | 33.51 |
Hyon-Jung Kim | 2 | 12 | 2.48 |
Visa Koivunen | 3 | 1917 | 187.81 |