Digital Signal Processing and Statistical Classification

This is the first book to introduce and integrate advanced digital signal processing (DSP) and classification together, and the only volume to introduce state-of-the-art transforms including DFT, FFT, DCT, DHT, PCT, CDT, and ODT together for DSP and communication applications. You get step-by-step guidance in discrete-time domain signal processing and frequency domain signal analysis; digital filter design and adaptive filtering; multirate digital processing; and statistical signal classification. It also helps you overcome problems associated with multirate A/D and D/A converters.

George J. Miao holds M.S. degree from Columbia University and Ph.D. degree in Electrical Engineering from the Georgia Institute of Technology. Dr. Miao specializes in digital signal processing with applications in telecommunications. Dr. Miao works on DSP and communication system design for companies including Motorola, Fujitsu Network Communications, Hewlett-Packard, and Intel Corporation. Dr. Miao is an author and co-author of numerous technical publications. Dr. Miao was listed in International Who's Who of Information Technology in 1999. Mark A. Clements is a professor in the School of Electrical and Computer Engineering at the Georgia Institute of Technology, and a director of their Interactive Media Technology Center. He holds B.S., S.M., E.E., and Sc.D. degrees, all in Electrical Engineering, from MIT. Dr. Clements has published technical papers extensively. Dr. Clements serves a member of the IEEE speech technical committee. Dr. Clements was technical program co-chairman of Speech Tech in 1986 and Technical Program Chair of ICASSP in 1996. Dr. Clements was an associate editor for IEEE Transactions on Acoustics, Speech, and Signal Processing.