ICA over finite fields—Separability and algorithms

Gutch, Harod; Gruber, Peter; Yeredor, Arie; Theis, Fabian

doi:10.1016/j.sigpro.2011.10.003

アイテム詳細

登録内容を編集ファイル形式で保存

一時保存へ追加

タグ情報を表示リリース履歴を表示詳細要約

公開

学術論文

ICA over finite fields—Separability and algorithms

MPS-Authors

/persons/resource/persons173528

Gutch, Harod
Department of Nonlinear Dynamics, Max Planck Institute for Dynamics and Self-Organization, Max Planck Society;

/persons/resource/persons173685

Theis, Fabian
Department of Nonlinear Dynamics, Max Planck Institute for Dynamics and Self-Organization, Max Planck Society;

External Resource

There are no locators available

Fulltext (restricted access)

There are currently no full texts shared for your IP range.

フルテキスト (公開)

公開されているフルテキストはありません

付随資料 (公開)

There is no public supplementary material available

引用

Gutch, H., Gruber, P., Yeredor, A., & Theis, F. (2011). ICA over finite fields—Separability and algorithms. Signal Processing, 92, 1796-1808. doi:10.1016/j.sigpro.2011.10.003.

引用: https://hdl.handle.net/11858/00-001M-0000-0029-115B-8

要旨

We transfer the ICA model to the case where the underlying field is not the set of reals but an arbitrary finite field. We give conditions for separability of the model, pointing out existing parallels to the real case. Three algorithms capable of solving the task are suggested and we demonstrate their viability through simulations and a possible application of the model.