Adaptive Digital Filters

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. 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.