This text emphasizes the intricate relationship between adaptive filtering and signal analysis - highlighting stochastic processes, signal representations and properties, analytical tools, and implementation methods. This second edition includes new chapters on adaptive techniques in communications and rotation-based algorithms. It provides practical applications in information, estimation, and circuit theories.
Table of Contents
Adaptive filtering and signal analysis; signals and noise; correlation function and matrix; gradient adaptive filters; linear prediction error filters; fast least squares transversal adaptive filters; other adaptive filter algorithms; lattice algorithms and geometrical approach; rotation-based algorithm; spectral analysis; circuits and miscellaneous applications; adaptive techniques in communications.
"Abundant praise for the previous edition... ...a wealth of up-to-date information presented in a well organized and inspiring style."
---Signal Processing (1989)
"...recommended to...graduate students and specialists working in signal processing and data transmission."
---IASI Polytechnic Magazine--Romania (1997)
"...invaluable to electrical and electronics engineers."
---Chemical Products Finder (1988)