Digital Signal Processing (5版)

●Practical applications include examples, over 500 homework problems, and computer problems. ●Describes techniques to convert analog signals, the analysis of linear time-invariant discrete-time systems and signals in the time domain, and bilateral and unilateral z-transform methods. ●Analyzes signals and systems in the frequency domain, the Fourier series and transform in continuous- and discrete-time signals, and the sampling and reconstruction of continuous-time signals. ●Examines realizations of IIR and FIR systems and techniques to design digital filters. ●Looks at sampling-rate conversion and applications to multirate digital signal processing. ●Discusses linear prediction, optimum linear filters and single-channel adaptive filers based on the LMS and RLS algorithms.

1.Introduction 2.Discrete-Time Signals and Systems 3.The z-Transform and Its Application to the Analysis of LTI Systems 4.Frequency Analysis of Signals 5.Frequency-Domain Analysis of LTI Systems 6.Sampling and Reconstruction of Signals 7.The Discrete Fourier Transform: Its Properties and Applications 8.Efficient Computation of the DFT: Fast Fourier Transform Algorithms 9.Implementation of Discrete-Time Systems 10.Design of Digital Filters 11.Multirate Digital Signal Processing 12.Multirate Digital Filter Banks and Wavelets 13.Linear Prediction and Optimum Linear Filters 14.Adaptive Filters 15.Power Spectrum Estimation A Random Number Generators B Tables of Transition Coefficients for the Design of Linear-Phase FIR Filters Answers to Selected Problems