TY  - BOOK
AU  - Sayed,Ali H.
TI  - Adaptive filters
SN  - 9780470253885 (cloth)
AV  - TK7872.F5 S285 2008
U1  - 621.3815/324 22
PY  - 2008///
CY  - Hoboken, N.J.
PB  - Wiley-Interscience, IEEE Press
KW  - Adaptive filters
N1  - Includes bibliographical references (p. 758-774) and indexes; Random variables -- Linear algebra -- Complex gradients -- Scalar-valued data -- Vector-valued data -- Linear estimation -- Normal equations -- Orthogonality principle -- Linear models -- Constrained estimation -- Kalman filter -- Steepest-descent technique -- Transient behavior -- LMS algorithm -- Normalized LMS algorithm -- Other LMS-type algorithms -- Affine projection algorithm -- RLS algorithm -- Mean-square performance -- Energy conservation -- Performance of LMS -- Performance of NLMS -- Performance of sign-error LMS -- Performance of RLS and other filters -- Nonstationary environments -- Tracking performance -- Transient performance -- Weighted energy conservation -- LMS with Gaussian regressers -- LMS with non-Gaussian regressors -- Data-normalized filters -- Block adaptive filters -- Transform domain adaptive filters -- Efficient block convolution -- Block and subband adaptive filters -- Least-squares methods -- Least-squares criterion -- Recursive least-squares -- Kalman filtering and RLS -- Order and time-update relations -- Array algorithms -- Norm and angle preservation -- Unitary transformations -- QR and inverse QR algorithms -- Fast RLS algorithms -- Hyperbolic rotations -- Fast array algorithm -- Regularized prediction problems -- Fast fixed-order filters -- Three basic estimation problems -- Lattice filter algorithms -- Error-feedback lattice filters -- Array lattice filters -- Indefinite least-squares -- Robust adaptive filters -- Robustness properties
N2  - "Adaptive Filters allows readers to gain a gradual and solid introduction to the subject, its applications to a variety of topical problems, existing limitations, and extensions of current theories. This book will interest students, experts, practitioners and instructors."--BOOK JACKET
UR  - http://catdir.loc.gov/catdir/enhancements/fy0808/2008003731-d.html
UR  - http://catdir.loc.gov/catdir/enhancements/fy0810/2008003731-t.html
UR  - http://catdir.loc.gov/catdir/enhancements/fy0827/2008003731-b.html
ER  -