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by Ranjan K. Mallik, Kaluri V. Rangarao
Digital Signal Processing: A Practitioner's Approach
Cover Page
Title Page
Copyright
Dedication
Contents
Foreword
Preface
Acknowledgements
Chapter 1: Processing of Signals
1.1 Organisation of the Book
1.2 Classification of Signals
1.3 Transformations
1.4 Signal Characterisation
1.5 Converting Analogue Signals to Digital
1.6 Signal Seen by the Computing Engine
1.7 It Is Only Numbers
1.8 Summary
References
Chapter 2: Revisiting the Basics
2.1 Linearity
2.2 Linear System Representation
2.3 Random Variables
2.4 Noise
2.5 Propagation of Noise in Linear Systems
2.6 Multivariate Functions
2.7 Number Systems
2.8 Summary
References
Chapter 3: Digital Filters
3.1 How to Specify a Filter
3.2 Moving-Average Filters
3.3 Infinite Sequence Generation
3.4 Unity-Gain Narrowband Filter
3.5 All-Pass Filter
3.6 Notch Filter
3.7 Other Autoregressive Filters
3.8 Adaptive Filters
3.9 Demodulating via Adaptive Filters
3.10 Phase Shift via Adaptive Filter
3.11 Inverse Problems
3.12 Kalman Filter
3.13 Summary
References
Chapter 4: Fourier Transform and Signal Spectrum
4.1 Heterodyne Spectrum Analyser
4.2 Discrete Fourier Transform
4.3 Decimating the Given Sequence
4.4 Fast Fourier Transform
4.5 Fourier Series Coefficients
4.6 Convolution by DFT
4.7 DFT in Real Time
4.8 Frequency Estimation via DFT
4.9 Parametric Spectrum in RF Systems
4.10 Summary
References
Chapter 5: Realisation of Digital Filters
5.1 Evolution
5.2 Development Process
5.3 Analogue-to-Digital Converters
5.4 Second-Order BPF
5.5 Pipelining Filters
5.6 Real-Time Applications
5.7 Frequency Estimator on the DSP5630X
5.8 FPGA Implementation of a Kalman Filter
5.9 Summary
References
Chapter 6: Case Studies
6.1 Difference Equation to Program
6.2 Estimating Direction of Arrival
6.3 Electronic Rotating Elements
6.4 Summary
References
Appendix: MATLAB and C Programs
A.1 Chapter 1 MATLAB Programs
A.2 Chapter 2 MATLAB Programs
A.3 Chapter 3 MATLAB Programs
A.4 Chapter 4 MATLAB Programs
A.5 Chapter 5 Programs
A.6 Chapter 6 MATLAB Programs
A.7 Library of Subroutines
A.8 Some Useful Programs
Index
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