Parallel factor analysis theory and its applications in communications and signal processing(Chinese Edition)

ZHANG XIAO FEI . LIU XU . WANG CHENG HUA . DENG

ISBN 10: 7121237350 / ISBN 13: 9787121237355

Published by Electronic Industry Press, 2014

About this Item

Pub Date: 2014-08-01 Pages: 236 Language: Chinese Publisher: Electronic Industry Press book describes the parallel factor analysis theory and its applications in communications and signal processing. Parallel factor (Parallel Factor. PARAFAC) decomposition is a multi-linear algebra category. Parallel factor analysis. also known as three linear multi-linear decomposition. In general. the matrix factorization (bilinear decomposition) is not unique. unless restrictive conditions (orthogonality. .

Seller Inventory # BZ021155

Bibliographic Details

• Title: Parallel factor analysis theory and its applications in communications and signal processing(Chinese Edition)
• Publisher: Electronic Industry Press
• Publication Date: 2014
• Language: Chinese
• ISBN 10: 7121237350
• ISBN 13: 9787121237355
• Binding: paperback
• Condition: New

About this title

Synopsis

Pub 2014-08-01 236 Chinese Electronic Industry Press book describes the parallel factor analysis theory and its applications in communications and signal processing. Parallel factor (Parallel Factor. PARAFAC) decomposition is a multi-linear algebra category. Parallel factor analysis. also known as three linear multi-linear decomposition. In general. the matrix factorization (bilinear decomposition) is not unique. unless restrictive conditions (orthogonality. Vandermonde. Toeplitz and constant models. etc.) are applied. PARAFAC can be seen as three-dimensional or high-dimensional data matrix of low rank decomposition. the essential characteristics of PARAFAC model is its uniqueness. Under the right conditions. PARAFAC model is unique in nature. Parallel factor is a multi-dimensional data processing method. which make full use of algebraic pro...