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

Sinopsis

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...

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