Modern Digital Signal Processing
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Modern Digital Signal Processing: An Introduction

Modern Digital Signal Processing: An Introduction

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About the Book

This text covers digital signal processing (DSP) including signals and systems, discrete Fourier transformers, digital filters, adaptive filters and beam forming. The DSP is covered through an easy to understand framework. Key features include: numerous problems, both simple and challenging; MATLAB based computer projects; useful for classroom as well as for self-learning; and 100 diagrams.

Table of Contents:
Part 1 Signal analysis: continuous and discrete signals; types of signals; Fourier and Laplace transforms; z-transform; signal models; exercises. Part 2 Discrete Fourier transform: discrete Fourier transform; aliasing error; finite discrete Fourier transform (FDFT); fast Fourier transform (fft); related transforms; linear systems and convolution; exercises. Part 3 Spectrum analysis: spectrum, cross spectrum, coherence; estimation of spectrum and cross-spectrum; spectral windows; higher order spectrum; time varying spectrum; exercises. Part 4 Finite impulse response (FIR) filters: introduction to digital filters; FIR filters structure; design of FIR filters - windowing; design of FIR filters - optimization; exercises. Part 5 Infinite impulse response (IIR) filters: recursive filter; poles and zeros; analog filters; sampling of analog filters; filter transformation; all pass filters; realization of IIR filters; exercises. Part 6 Adaptive filters: Wiener filter and its adaptive implementation; equalization or inverse filtering; application in echo cancellation; exercises. Part 7 Beamformation: wavefields; uniform linear array (ULA); uniform circular array (UCA); beamformation; focused beam; application to interference cancellation; exercises. Part 8 DSP processors: need for dedicated hardware; generic signal processor; programmable DSP; finite word length effect.


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Product Details
  • ISBN-13: 9781842651339
  • Publisher: Alpha Science International Ltd
  • Publisher Imprint: Alpha Science International Ltd
  • Height: 240 mm
  • Weight: 796 gr
  • ISBN-10: 1842651331
  • Publisher Date: 23 Sep 2003
  • Binding: Hardback
  • Sub Title: An Introduction
  • Width: 160 mm


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