A Mathematical Introduction to Compressive Sensing
Foucart, Simon, Rauhut, Holger
- 出版商: Springer
- 出版日期: 2015-08-18
- 售價: $2,790
- 貴賓價: 9.5 折 $2,651
- 語言: 英文
- 頁數: 625
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1493900633
- ISBN-13: 9781493900633
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相關分類:
數值分析 Numerical-analysis
海外代購書籍(需單獨結帳)
相關主題
商品描述
1 An Invitation to Compressive Sensing.- 2 Sparse Solutions of Underdetermined Systems.- 3 Basic Algorithms.- 4 Basis Pursuit.- 5 Coherence.- 6 Restricted Isometry Property.- 7 Basic Tools from Probability Theory.- 8 Advanced Tools from Probability Theory.- 9 Sparse Recovery with Random Matrices.- 10 Gelfand Widths of l1-Balls.- 11 Instance Optimality and Quotient Property.- 12 Random Sampling in Bounded Orthonormal Systems.- 13 Lossless Expanders in Compressive Sensing.- 14 Recovery of Random Signals using Deterministic Matrices.- 15 Algorithms for l1-Minimization.- Appendix A Matrix Analysis.- Appendix B Convex Analysis.- Appendix C Miscellanea.- List of Symbols.- References
