Digital Signal Processing

Discrete Fourier Transform 7.2 Properties of the DFT 7.3 Linear Filtering Methods Based on the DFT 7.4 Frequency Analysis of Signals Using the DFT 7.5 The Discrete Cosine Transform 7.6 Summary and References 8 Efficient Computaiton Of The Dft: Fast Fourier Transform Algorithms 8.1 Efficient Computation of the DFT: FFT Algorithms 8.2 Applications of FFT Algorithms 8.3 A Linear Filtering Approach to Computation of the DFT 8.4 Quantization Effects in the Computation of the DFT 8.5 Summary and References 9 Implementation Of Discrete-Time Systems 9.1 Structures for the Realization of Discrete-Time Systems 9.2 Structures for FIR Systems 9.3 Structures for IIR Systems 9.4 Representation of Numbers 9.5 Quantization of Filter Coefficients 9.6 Round-Off Effects in Digital Filters 9.7 Summary and References 10 Design Of Digital Filers 10.1 General Considerations 10.2 Design of FIR Filters 10.3 Design of IIR Filters From Analog Filters 10.4 Frequency Transformations 10.5 Summary and References 11 Multirate Digital Signal Processing 11.1 Introduction 11.2 Decimation by a Factor D 11.3 Interpolation by a Factor I 11.4 Sampling Rate Conversion by a Rational Factor I/D 11.5 Implementation of Sampling Rate Conversion 11.6 Multistage Implementation of Sampling Rate Conversion 11.7 Sampling Rate Conversion of Bandpass Signals 11.8 Sampling Rate conversion by an Arbitrary Factor 11.9 Applications of Sampling Rate Conversion 11.10 Digital Filter Banks 11.11 Two-Channel Quadrature Mirror Filter Bank 11.12 M-Channel QMF Bank 11.13 Summary and References 12 Linear Prediction And Optimum Linear Filters 12.1 Random Signals, Correlation Functions and Power Spectra 12.2 Innovations Representation of a Stationary Random Process 12.3 Forward and Backward Linear Prediction 12.4 Solution of the Normal Equations 12.5 Properties of the Linear Prediction-Error Filters 12.6 AR Lattice and ARMA Lattice-Ladder Filters 12.7 Wiener Filters for Filtering and Prediction 12.8 Summary and References 13 Adaptive Filters 13.1 Applications of Adaptive Filters 13.2 Adaptive Direct-Form FIR Filters-The LMS Algorithm 13.3 Adaptive Direct-Form FIR Filters-RLS Algorithms 13.4 Adaptive Lattice-Ladder Filters 13.5 Summary and References Appendices Appendix A Random Number Generators Appendix B Tables of Transition Coefficients for the Design of Linear-Phase Filters References and Bibliography Index