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| Signal and System Analysis | |
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| Signal Processing | |
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| Motivation | |
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| Signals and Systems | |
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| Sampling of Continuous-time Signals | |
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| Reconstruction of Continuous-time Signals | |
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| Prefilters and Postfilters | |
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| DAC and ADC Circuits | |
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| The FDSP Toolbox | |
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| GUI Software and Case Studies | |
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| Chapter Summary | |
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| Problems | |
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| Discrete-Time Systems in the Time Domain | |
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| Motivation | |
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| Discrete-time Signals | |
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| Discrete-time Systems | |
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| Difference Equations | |
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| Block Diagrams | |
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| The Impulse Response | |
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| Convolution | |
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| Correlation | |
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| Stability in the Time Domain | |
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| GUI Software and Case Studies | |
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| Chapter Summary | |
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| Problems | |
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| Discrete-Time Systems in the Frequency Domain | |
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| Motivation | |
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| Z-transform Pairs | |
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| Z-transform Properties | |
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| Inverse Z-transform | |
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| Transfer Functions | |
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| Signal Flow Graphs | |
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| Stability in the Frequency Domain | |
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| Frequency Response | |
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| System Identification | |
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| GUI Software and Case Studies | |
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| Chapter Summary | |
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| Problems | |
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| Fourier Transforms and Signal Analysis | |
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| Motivation | |
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| Fourier Series | |
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| Discrete-time Fourier Transform (DTFT) | |
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| Discrete Fourier Transform (DFT) | |
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| Fast Fourier Transform (FFT) | |
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| Fast Convolution and Correlation | |
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| White Noise | |
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| Auto-correlation | |
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| Zero Padding and Spectral Resolution | |
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| Spectrogram | |
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| Power Density Spectrum Estimation | |
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| GUI Software and Case Studies | |
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| Chapter Summary | |
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| Problems | |
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| Digital Filter Design | |
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| Filter Design Specifications | |
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| Motivation | |
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| Frequency-selective Filters | |
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| Linear-phase and Zero-phase Filters | |
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| Minimum-phase and Allpass Filters | |
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| Quadrature Filters | |
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| Notch Filters and Resonators | |
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| Narrowband Filters and Filter Banks | |
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| Adaptive Filters | |
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| GUI Software and Case Study | |
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| Chapter Summary | |
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| Problems | |
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| Fir Filter Design | |
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| Motivation | |
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| Windowing Method | |
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| Frequency-sampling Method | |
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| Least-squares Method | |
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| Equiripple Filters | |
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| Differentiators and Hilbert Transformers | |
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| Quadrature Filters | |
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| Filter Realization Structures | |
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| Finite Word Length Effects | |
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| GUI Software and Case Study | |
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| Chapter Summary | |
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| Problems | |
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| Iir Filter Design | |
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| Motivation | |
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| Filter Design by Pole-zero Placement | |
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| Filter Design Parameters | |
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| Classical Analog Filters | |
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| Bilinear Transformation Method | |
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| Frequency Transformations | |
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| Filter Realization Structures | |
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| Finite Word Length Effects | |
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| GUI Software and Case Study | |
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| Chapter Summary | |
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| Problems | |
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| Advanced Signal Processing | |
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| Multirate Signal Processing | |
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| Motivation | |
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| Integer Sampling Rate Converters | |
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| Rational Sampling Rate Converters | |
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| Multirate Filter Realization Structures | |
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| Narrowband Filters and Filter Banks | |
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| A Two-channel QMF Bank | |
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| Oversampling ADC | |
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| Oversampling DAC | |
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| GUI Software and Case Study | |
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| Chapter Summary | |
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| Problems | |
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| Adaptive Signal Processing | |
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| Motivation | |
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| Mean Square Error | |
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| The Least Mean Square (LMS) Method | |
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| Performance Analysis of the LMS Method | |
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| Modified LMS Methods | |
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| Adaptive FIR Filter Design | |
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| The Recursive Least Squares (RLS) Method | |
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| Active Noise Control | |
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| Nonlinear System Identification | |
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| GUI Software and Case Study | |
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| Chapter Summary | |
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| Problems | |
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| References and Further Reading Appendices | |
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| Transform Tables | |
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| Mathematical Identities | |
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| FDSP Toolbox Functions | |