{"product_id":"turbo-message-passing-algorithms-for-structured-signal-recovery-von-zhipeng-xue-xiaojun-yuan","title":"Turbo Message Passing Algorithms for Structured Signal Recovery","description":"\n                                \n                \u003cp\u003eThis book takes a comprehensive study on turbo message passing algorithms for structured signal recovery, where the considered structured signals include 1) a sparse vector\/matrix (which corresponds to the compressed sensing (CS) problem), 2) a low-rank matrix (which corresponds to the affine rank minimization (ARM) problem), 3) a mixture of a sparse matrix and a low-rank matrix (which corresponds to the robust principal component analysis (RPCA) problem). The book is divided into three parts. First, the authors introduce a turbo message passing algorithm termed denoising-based Turbo-CS (D-Turbo-CS). Second, the authors introduce a turbo message passing (TMP) algorithm for solving the ARM problem. Third, the authors introduce a TMP algorithm for solving the RPCA problem which aims to recover a low-rank matrix and a sparse matrix from their compressed mixture. With this book, we wish to spur new researches on applying message passing to various inference problems. \u003c\/p\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                                \n                \u003cul\u003e\n                                        \n                    \u003cli\u003eProvides an in depth look into turbo message passing algorithms for structured signal recovery\u003c\/li\u003e\n                                        \n                    \u003cli\u003eIncludes efficient iterative algorithmic solutions for inference, optimization, and satisfaction problems through message passing\u003c\/li\u003e\n                                        \n                    \u003cli\u003eShows applications in areas such as wireless communications and computer vision\u003c\/li\u003e\n                                    \n                \u003c\/ul\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783030547615\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783030547615","offer_id":39419562328157,"sku":"9783030547615","price":64.19,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/640a2cf4-4289-45ba-9b1c-7634d7fee10f.jpg?v=1772258902","url":"https:\/\/shop.autorenwelt.de\/en\/products\/turbo-message-passing-algorithms-for-structured-signal-recovery-von-zhipeng-xue-xiaojun-yuan","provider":"Autorenwelt Shop","version":"1.0","type":"link"}