Fundamentals of adaptive signal processing [electronic resource] / Aurelio Uncini.
2015
TK5102.9
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Details
Title
Fundamentals of adaptive signal processing [electronic resource] / Aurelio Uncini.
Author
Uncini, Aurelio, author.
ISBN
9783319028071 electronic book
3319028073 electronic book
9783319028064
3319028073 electronic book
9783319028064
Published
Cham : Springer, 2015.
Language
English
Description
1 online resource (xxv, 704 pages) : illustrations.
Item Number
10.1007/978-3-319-02807-1 doi
Call Number
TK5102.9
Dewey Decimal Classification
621.382/2
Summary
This book is an accessible guide to adaptive signal processing methods that equips the reader with advanced theoretical and practical tools for the study and development of circuit structures and provides robust algorithms relevant to a wide variety of application scenarios. Examples include multimodal and multimedia communications, the biological and biomedical fields, economic models, environmental sciences, acoustics, telecommunications, remote sensing, monitoring, and, in general, the modeling and prediction of complex physical phenomena. The reader will learn not only how to design and implement the algorithms but also how to evaluate their performance for specific applications utilizing the tools provided. While using a simple mathematical language, the employed approach is very rigorous. The text will be of value both for research purposes and for courses of study.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed January 23, 2015).
Series
Signals and communication technology.
Available in Other Form
Print version: 9783319028064
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Online Access
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Table of Contents
Discrete-Time Signals and Circuits Fundamentals
Introduction to Adaptive Signal Processing
Optimal Linear Filter Theory
Least Squares Method
First Order Adaptive Algorithms
Second Order Adaptive Algorithms
Block and Transform Domain Algorithms
Linear Prediction and Recursive Order Algorithms
Discrete Space-Time Filtering.
Introduction to Adaptive Signal Processing
Optimal Linear Filter Theory
Least Squares Method
First Order Adaptive Algorithms
Second Order Adaptive Algorithms
Block and Transform Domain Algorithms
Linear Prediction and Recursive Order Algorithms
Discrete Space-Time Filtering.