Signal Processing: A Mathematical Approach, Second Edition

✍ Scribed by Charles L. Byrne

• Publisher: CRC Press
• Year: 2014
• Tongue: English
• Leaves: 436
• Category: Library

✦ Synopsis

Signal Processing: A Mathematical Approach is designed to show how many of the mathematical tools the reader knows can be used to understand and employ signal processing techniques in an applied environment. Assuming an advanced undergraduate- or graduate-level understanding of mathematics-including familiarity with Fourier series, matrices, probab

✦ Table of Contents

Front Cover
Signal Processing: A Mathematical Approach, Second Edition
MONOGRAPHS AND RESEARCH NOTES IN MATHEMATICS
Dedication
Contents
Preface
Chapter 1 Introduction
Chapter 2 Fourier Series and Fourier Transforms
Chapter 3 Remote Sensing
Chapter 4 Finite-Parameter Models
Chapter 5 Transmission and Remote Sensing
Chapter 6 The Fourier Transform and Convolution Filtering
Chapter 7 Infinite Sequences and Discrete Filters
Chapter 8 Convolution and the Vector DFT
Chapter 9 Plane-Wave Propagation
Chapter 10 The Phase Problem
Chapter 11 Transmission Tomography
Chapter 12 Random Sequences
Chapter 13 Nonlinear Methods
Chapter 14 Discrete Entropy Maximization
Chapter 15 Analysis and Synthesis
Chapter 16 Wavelets
Chapter 17 The BLUE and the Kalman Filter
Chapter 18 Signal Detection and Estimation
Chapter 19 Inner Products
Chapter 20 Wiener Filtering
Chapter 21 Matrix Theory
Chapter 22 Compressed Sensing
Chapter 23 Probability
Chapter 24 Using the Wave Equation
Chapter 25 Reconstruction in Hilbert Space
Chapter 26 Some Theory of Fourier Analysis
Chapter 27 Reverberation and Echo Cancellation
Bibliography
Back Cover