**The Theory of Linear Prediction**

by P. Vaidyanathan

**Publisher**: Morgan and Claypool Publishers 2008**ISBN/ASIN**: 1598295756**ISBN-13**: 9781598295757**Number of pages**: 198

**Description**:

Linear prediction theory has had a profound impact in the field of digital 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. The theory of vector linear prediction is explained in considerable detail and so is the theory of line spectral processes.

Download or read it online for free here:

**Download link**

(2.7MB, PDF)

## Similar books

**Mathematics of the Discrete Fourier Transform (DFT): with Audio Applications**

by

**Julius O. Smith III**-

**W3K Publishing**

Detailed mathematical derivation of DFT (Discrete Fourier Transform), with elementary applications to audio signal processing. Matlab programming examples are included. High-school math background is a prerequisite, including some calculus.

(

**16402**views)

**Modern Signal Processing**

by

**Daniel N. Rockmore, Jr, Dennis M. Healy**-

**Cambridge University Press**

The book about the mathematical basis of signal processing and its many areas of application for graduate students. The text emphasizes current challenges, new techniques adapted to new technologies, and recent advances in algorithms and theory.

(

**11168**views)

**Concise Signal Models**

by

**Michael Wakin**-

**Connexions**

This book reviews fundamental concepts underlying the use of concise models for signal processing. Topics are presented from a geometric perspective and include low-dimensional linear, sparse, and manifold-based signal models, approximation, etc.

(

**4894**views)

**Signal Computing: Digital Signals in the Software Domain**

by

**M. Stiber, B.Z. Stiber, E.C. Larson**-

**University of Washington Bothell**

The specific topics we will cover include: physical properties of the source information, devices for information capture, digitization, compression, digital signal representation, digital signal processing and network communication.

(

**1279**views)