Optimal Filtering

Anderson, Brian D. O.; Moore, John B.

ISBN 10: 0486439380 / ISBN 13: 9780486439389

Published by Dover Publications, 2005

About this Item

Seller Inventory # 2585588-n

Bibliographic Details

• Title: Optimal Filtering
• Publisher: Dover Publications
• Publication Date: 2005
• Language: English
• ISBN 10: 0486439380
• ISBN 13: 9780486439389
• Binding: Soft cover
• Condition: New

About this title

Synopsis

This graduate-level text augments and extends beyond undergraduate studies of signal processing, particularly in regard to communication systems and digital filtering theory. Vital for students in the fields of control and communications, its contents are also relevant to students in such diverse areas as statistics, economics, bioengineering, and operations research.
Topics include filtering, linear systems, and estimation; the discrete-time Kalman filter; time-invariant filters; properties of Kalman filters; computational aspects; and smoothing of discrete-time signals. Additional subjects encompass applications in nonlinear filtering; innovations representations, spectral factorization, and Wiener and Levinson filtering; parameter identification and adaptive estimation; and colored noise and suboptimal reduced order filters. Each chapter concludes with references, and four appendixes contain useful supplementary material.