Overview of Adaptive Signal Processing:
These are just a few examples of the chapter titles on this new e book by Bernard Widrow and Samuel D. Stearns. The authors designed the e book as a primary textual content on adaptive signal processing masking a variety of subject material.
A background in engineering and arithmetic plus a capability to write down and run laptop applications is assumed.
Book Type
Computer Science and Electronics & Telecommunication Text Book.
Binding
Paperback
Language
English
Number of Pages:
496
ISBN – 10
8131705323
Copyright Year
2014
The Adaptive Signal Processing Published On:
2013
Resource For
Computer Science and Electronics & Telecommunication Engineering college students and professionals.
Table of Contents/Index/Syllabus of Adaptive Signal Processing:
Part I: GENERAL INTRODUCTION
Adaptive Systems
The Adaptive Linear Combiner
Part-II: THEORY OF ADAPTATION WITH STATIONARY SIGNALS
Properties of the Quadratic Performance Surface
Searching The Performance Surface
Gradient Estimation and Its Effects on Adaptation
Part-III: ADAPTIVE ALGORITHMS AND STRUCTURES
The LMS Algorithm
The z-Transform in Adaptive Signal Processing
Other Adaptive Algorithms and Structures
Part-IV: APPLICATIONS
Adaptive Modeling and System Identification
Inverse Adaptive Modeling, Deconvolution, and Equalization
Adaptive Interference Canceling
Introduction to Adaptive Arrays and Adaptive Beamforming
Analysis of Adaptive Beamformers
About Author of Adaptive Signal Processing:
Bernard Widrow,Samuel D. Stearns
Bernard Widrow (born December 24, 1929) is a U.S. professor {of electrical} engineering at Stanford University.He is the co-inventor of the Widrow–Hoff least imply squares filter (LMS) adaptive algorithm together with his then doctoral scholar Ted Hoff.The LMS algorithm led to the ADALINE and MADALINE synthetic neural networks and to the backpropagation method. He made different basic contributions to the event of signal processing within the fields of geophysics, adaptive antennas, and adaptive filtering.
Samuel D. Stearns is Professor Emeritus on the University of New Mexico, Albuquerque, NM. He has been a Research Professor of Electrical and Computer Engineering at UNM since 1999, and concerned in adjunct instructing and analysis at UNM since 1960.
His principal technical areas are digital signal processing and adaptive signal processing. His most up-to-date work has been in instructing these topics on the University of New Mexico and in industrial brief programs, in addition to in consulting.
Salient options:
Introduces the idea of adaptation as a property or attribute of sure engineering programs.
Describes a geometrical “performance surface” for the evaluation of all adaptive programs.
Covers the foremost functions of adaptive signal processing.
About Pearson Education:
Pearson Education India specializes within the publication of educational and reference books within the fields of laptop science, engineering, enterprise & administration, skilled & commerce, larger schooling and aggressive examination preparation books. Pearson Education India can also be India’s foremost writer within the faculty phase (Okay-12), with e book lists in English language instructing (ELT), the humanities, sciences and arithmetic, from major to senior secondary lessons.
Author
Bernard Widrow, an internationally-recognised authority within the discipline of quantization, is a professor {of electrical} engineering at Stanford University, Californica. He pioneered the sector and certainly one of his papers on the subject is the usual reference. He is a Fellow of the IEEE and the AAAS, a member of the US National Academy of Engineering, and the winner of quite a few prestigious awards.