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The Theory of Linear Prediction by P. P. Vaidyanathan (Paperback, 2008)

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About this product

Product Information

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.

Product Identifiers

Publisher
Morgan & Claypool Publishers
ISBN-13
9781598295757
eBay Product ID (ePID)
94991942

Product Key Features

Author
P. P. Vaidyanathan
Publication Name
The Theory of Linear Prediction
Format
Paperback
Language
English
Subject
Mathematics
Publication Year
2008
Type
Textbook
Number of Pages
184 Pages

Dimensions

Item Height
235mm
Item Width
187mm

Additional Product Features

Title_Author
P. P. Vaidyanathan
Series Title
Synthesis Lectures on Signal Processing
Country/Region of Manufacture
United States

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