The Theory of Linear Prediction

Description

Linear prediction theory has had a profound impact in the field of digital signal processing. Although the theory dates back to the early 1940s, its influence can still be seen in applications today. The theory is based on very elegant mathematics and leads to many beautiful insights into statistical signal processing. Although prediction is only a part of the more general topics of linear estimation, filtering, and smoothing, this book focuses on linear prediction. This has enabled detailed discussion of a number of issues that are normally not found in texts. For example, the theory of vector linear prediction is explained in considerable detail and so is the theory of line spectral processes. This focus and its small size make the book different from many excellent texts which cover the topic, including a few that are actually dedicated to linear prediction. There are several examples and computer-based demonstrations of the theory. Applications are mentioned wherever appropriate, but the focus is not on the detailed development of these applications. The writing style is meant to be suitable for self-study as well as for classroom use at the senior and first-year graduate levels. The text is self-contained for readers with introductory exposure to signal processing, random processes, and the theory of matrices, and a historical perspective and detailed outline are given in the first chapter. Table of Contents: Introduction / The Optimal Linear Prediction Problem / Levinson's Recursion / Lattice Structures for Linear Prediction / Autoregressive Modeling / Prediction Error Bound and Spectral Flatness / Line Spectral Processes / Linear Prediction Theory for Vector Processes / Appendix A: Linear Estimation of Random Variables / B: Proof of a Property of Autocorrelations / C: Stability of the Inverse Filter / Recursion Satisfied by AR Autocorrelations








--mirror--> http://rapidshare.com/files/98649317/the_theory_of_linear_prediction.rar.html



$$ Buy "The Theory of Linear Prediction" on Amazon $$

Please check the description for download links if any or do a search to find alternative books.

Can't Download?
Please search mirrors if you can't find download links for "The Theory of Linear Prediction" in "Description" and someone else may update the links. Check the comments when back to find any updates.

Search Mirrors
Maybe some mirror pages will be helpful, search this book at top of this page or click here to find more info.

1. Ebooks list page : 1610
2. Linear Operators, General Theory
3. Linear Programming 2: Theory and Extensions
4. Linear Differential Equations and Group Theory fro...
5. [share_ebook] Unbounded Linear Operators: Theory and Applications
6. Linear Groups with an Exposition of Galois Field Theory
7. Control of Continuous Linear Systems: Theory and Solved Problems
8. Control of Continuous Linear Systems: Theory and Solved Problems
9. Control of Continuous Linear Systems: Theory and Solved Problems
10. Control of Continuous Linear Systems: Theory and Solved Problems
11. [share_ebook] Schaum's Outline of Theory and Problems of Linear Algebra
12. Representation of Linear Groups An Introduction Based on Examples from Physics and Number Theory
13. Schaum's Outline of Theory and Problems of Linear Algebra, Second Edition
14. Linear System Theory and Design (Oxford Series in Electrical and Computer Engineering)
15. Linear System Theory and Design (Oxford Series in Electrical and Computer Engineering)
16. Linear System Theory and Design (Oxford Series in Electrical & Computer Engineering)