Least Square Estimation with Applications to Digital Signal Processing
Published on 7. March 1985
Book
Hardback
438 pages
978-0-471-87857-5 (ISBN)
Description
A unified treatment of least squares based on geometric principles, this book establishes the mathematical framework of least square estimation, demonstrating the utility and widespread use of these principles in a variety of digital signal processing applications. It presents new least square error algorithms supporting applications in areas such as communications, control, radar, and seismology and provides numerous examples with algebraic steps outlined.
More details
Language
English
Place of publication
New York
United States
Publishing group
John Wiley and Sons Ltd
Target group
College/higher education
Professional and scholarly
Illustrations
illustrations, index
Dimensions
Height: 250 mm
Width: 160 mm
Weight
680 gr
ISBN-13
978-0-471-87857-5 (9780471878575)
Copyright in bibliographic data is held by Nielsen Book Services Limited or its licensors: all rights reserved.
Schweitzer Classification
Content
MATHEMATICAL FORMULATIONS OF THE LEAST SQUARE ERROR ALGORITHMS; Introduction to Least Squares Theory; Least Square Estimation Algorithms: Part I; Least Square Estimation Algorithms: Part II; Least Square Estimation Algorithms: Part III; APPLICATION OF LEAST SQUARE ANALYSIS TO DIGITAL SIGNAL PROCESSING: Equalization; Power Spectral Estimation; Digital Whitening in Spread Spectrum Communications; Adaptive Arrays; Dual-Channel Interference Mitigation; Least Squares Techniques in Digital Speech Processing; Index.