Optimal and adaptive signal processing
- Boca Raton : CRC Press, 1993
- vii, 529 p. ; ill., 24 cm
- Electronic engineering systems series .
Includes bibliographical references at the end of each chapters and index.
Optimal and Adaptive Signal Processing covers the theory of optimal and adaptive signal processing using examples and computer simulations drawn from a wide range of applications, including speech and audio, communications, reflection seismology and sonar systems. The material is presented without a heavy reliance on mathematics and focuses on one-dimensional and array processing results, as well as a wide range of adaptive filter algorithms and implementations. Topics discussed include random signals and optimal processing, adaptive signal processing with the LMS algorithm, applications of adaptive filtering, algorithms and structures for adaptive filtering, spectral analysis, and array signal processing.
Optimal and Adaptive Signal Processing is a valuable guide for scientists and engineers, as well as an excellent text for senior undergraduate/graduate level students in electrical engineering.
9780367450076
Signal processing Digital techniques Adaptive signal processing Adaptive Differential Pulse Code Durbin's recursion Error energy Frequency Domain Adaptive Filter (FDAF) Homogeneous problem IIRLMS Lattice filter Levinson recursion Periodogram Pilot LMS Sign algorithms Time averaging Transfer function approximation Toeplitz matrix Yule - Walker