SIGNAL PROCESSING FIRST

Le Monde En Tique

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Ouvrage 0-13-120265-0 : SIGNAL PROCESSING FIRST
Table of Contents:
1. Introduction.
Mathematical Representation of Signals. Mathematical Representation of Systems. Thinking about Systems.
2. Sinusoids.
An Experiment with a Tuning Fork. Review of Sine and Cosine Functions. Sinusoidal Signals. Sampling and Plotting Sinusoids. Complex Exponentials and Phasors. Phasor Addition. Physics of the Tuning Fork. Time Signals: More Than Formulas.
3. Spectrum Representation. The Spectrum of a Sum of Sinusoids. Beat Notes. Periodic Waveforms. More Periodic Signals. Fourier Series Analysis and Synthesis. Time-Frequency Spectrum. Frequency Modulation: Chirp Signals.
4. Sampling and Aliasing. Sampling. Spectrum View of Sampling. Strobe Demonstration. Discrete-to-Continuous Conversion. The Sampling Theorem.
5. FIR Filters.
Discrete-Time Systems. The Running Average Filter. The General FIR Filter. Implementation of FIR Filters. Linear Time-Invariant (LTI) Systems. Convolution and LTI Systems. Cascaded LTI Systems. Example of FIR Filtering.
6. Frequency Response of FIR Filters. Sinusoidal Response of FIR Systems. Superposition and the Frequency Response. Steady State and Transient Response. Properties of the Frequency Response. Graphical Representation of the Frequency Response. Cascaded LTI Systems. Running-Average Filtering. Filtering Sampled Continuous-Time Signals.
7. z-Transforms.
Definition of the z-Transform. The z-Transform and Linear Systems. Properties of the z-Transform. The z-Transform as an Operator. Convolution and the z-Transform. Relationship between the z -Domain and the _w-Domain. Useful Filters. Practical Bandpass Filter Design. Properties of Linear Phase Filters.
8. IIR Filters.
The General IIR Difference Equation. Time-Domain Response. System Function of an IIR Filter. Poles and Zeros. Frequency Response of an IIR Filter. Three Domains. The Inverse z-Transform and Some Applications. Steady-State Response and Stability. Second-Order Filters. Frequency Response of Second-Order IIR Filter. Example of an IIR Lowpass Filter.
9. Spectrum Analysis. Introduction and Review. Spectrum Analysis by Filtering. Spectrum Analysis of Periodic Signals. Spectrum Analysis of Sampled Periodic Signals. Spectrum Analysis of Nonperiodic Signals. The Spectrogram. Filtered Speech. The Fast Fourier Transform (FFT).
10. Continuous-Time Signals and LTI Systems. Continuous-Time Signals. The Unit Impulse. Continuous-Time Systems. Linear Time-Invariant Systems. Impulse Responses of Basic LTI Systems. Convolution of Impulses. Evaluating Convolution Integrals. Properties of LTI Systems. Using Convolution to Remove Multipath Distortion.
11. The Frequency Response. The Frequency Response Function for LTI Systems. Response to Real Sinusoidal Signals. Ideal Filters.
12. The Continuous-Time Fourier Transform. Definition of the Fourier Transform. The Fourier Transform and the Spectrum. Existence and Convergence of the Fourier Transform. Examples of Fourier Transform Pairs. Properties of Fourier Transform Pairs. The Convolution Property. Basic LTI Systems. The Multiplication Property. Table of Fourier Transform Properties and Pairs.
13. Filtering, Modulation, and Sampling. Linear Time-Invariant Systems. Sinewave Amplitude Modulation. Sampling and Reconstruction.
Appendix A: Complex Numbers. Appendix B: Programming in MATLAB. Appendix C: Laboratory Projects. Introduction to MATLAB. Introduction to Complex Exponentials. Synthesis of Sinusoidal Signals. AM and FM Sinusoidal Signals. FIR Filtering of Sinusoidal Waveforms. Filtering Sampled Waveforms. Nulling Filters. Everyday Sinusoidal Signals: DTMF and AM. Filtering and Edge Detection of Images. Sampling and Zooming of Images. The z, n, and _w-Domains. Extracting Frequencies of Musical Tones. Convolution GUIs. Numerical Evaluation of Fourier Series. Design with Fourier Series. AM Communication System.

Auteur : MCCLELLAN
Editeur : PRENTICE HALL
Nombre de pages : 488
Date de publication : 02 2003

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