Adaptive filtering : fundamentals of least mean squares with MATLAB
- Boca Raton : CRC Press, 2015
- xx, 343 p. ; ill., 24 cm
Includes bibliographical references and index.
Adaptive filters are used in many diverse applications, appearing in everything from military instruments to cellphones and home appliances. Adaptive Filtering: Fundamentals of Least Mean Squares with MATLAB® covers the core concepts of this important field, focusing on a vital part of the statistical signal processing area-the least mean square (LMS) adaptive filter. This largely self-contained text:Discusses random variables, stochastic processes, vectors, matrices, determinants, discrete random signals, and probability distributionsExplains how to find the eigenvalues and eigenvectors of a.
9781482253351
Adaptive filters Mathematical models Adaptive signal processing Least squares Data processing MATLAB