Backward-optimized orthogonal matching pursuit approach

被引：38

作者：

Andrle, M ^{[1
]}

Rebollo-Neira, L ^{[1
]}

Sagianos, E ^{[1
]}

机构：

[1] Aston Univ, NCRG, Birmingham B4 7ET, W Midlands, England

来源：

IEEE SIGNAL PROCESSING LETTERS | 2004年 / 11卷 / 09期

基金：

英国工程与自然科学研究理事会;

关键词：

adaptive signal representation; coefficients reduction; data compression; greedy algorithms; matching pursuit nonlinear signal approximation;

D O I：

10.1109/LSP.2004.833503

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

A recursive approach for shrinking coefficients of an atomic decomposition is proposed. The corresponding algorithm evolves so as to provide at each iteration 1) the orthogonal projection of a signal onto a reduced subspace and 2) the index of the coefficient to be disregarded in order to construct a coarser approximation minimizing the norm of the residual error.

引用

页码：705 / 708

页数：4

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