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Blind signal separation into groups of dependent signals using joint block diagonalization

Theis, Fabian J.



Abstract

Multidimensional or group independent component analysis describes the task of transforming a multivariate observed sensor signal such that groups of the transformed signal components are mutually independent - however dependencies within the groups are still allowed. This generalization of independent component analysis (ICA) allows for weakening the sometimes too strict assumption of ...

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