Book contents
- Frontmatter
- Dedication
- Contents
- Preface
- Notation
- 1 Introduction
- 2 Roadmap to the book
- 3 Mathematical context and background
- 4 Continuous-domain innovation models
- 5 Operators and their inverses
- 6 Splines and wavelets
- 7 Sparse stochastic processes
- 8 Sparse representations
- 9 Infinite divisibility and transform-domain statistics
- 10 Recovery of sparse signals
- 11 Wavelet-domain methods
- 12 Conclusion
- Appendix A Singular integrals
- Appendix B Positive definiteness
- Appendix C Special functions
- References
- Index
7 - Sparse stochastic processes
Published online by Cambridge University Press: 05 September 2014
- Frontmatter
- Dedication
- Contents
- Preface
- Notation
- 1 Introduction
- 2 Roadmap to the book
- 3 Mathematical context and background
- 4 Continuous-domain innovation models
- 5 Operators and their inverses
- 6 Splines and wavelets
- 7 Sparse stochastic processes
- 8 Sparse representations
- 9 Infinite divisibility and transform-domain statistics
- 10 Recovery of sparse signals
- 11 Wavelet-domain methods
- 12 Conclusion
- Appendix A Singular integrals
- Appendix B Positive definiteness
- Appendix C Special functions
- References
- Index
Summary
- Type
- Chapter
- Information
- An Introduction to Sparse Stochastic Processes , pp. 150 - 190Publisher: Cambridge University PressPrint publication year: 2014
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