عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
0817643982 (alk. paper)
(Number (ISBN
9780817643980
NATIONAL BIBLIOGRAPHY NUMBER
Number
b522783
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
A first course in statistics for signal analysis /
General Material Designation
[Book]
First Statement of Responsibility
Wojbor A. Woyczyński
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Boston :
Name of Publisher, Distributor, etc.
Birkhäuser,
Date of Publication, Distribution, etc.
[2006]
Date of Publication, Distribution, etc.
©2006
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (xii, 206 pages) :
Other Physical Details
illustrations
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (pages [197]-200) and index
CONTENTS NOTE
Text of Note
Description of signals -- Spectal representation of deterministic signals: fourier series and transforms -- Random quantities and random vectors -- Stationary signals -- Power spectra of stationary signals -- Transmission of stationary signals through linear systems -- Optimization of signal-to-noise ration in linear systems -- Gaussian signals, correlation matrices, and sample path properties -- Discrete signals and their computer simulations
0
SUMMARY OR ABSTRACT
Text of Note
This essentially self-contained, deliberately compact, and user-friendly textbook is designed for a first, one-semester course in statistical signal analysis for a broad audience of students in engineering and the physical sciences. The emphasis throughout is on fundamental concepts and relationships in the statistical theory of stationary random signals, explained in a concise, yet fairly rigorous presentation. Topics and Features: *Fourier series and transforms--fundamentally important in random signal analysis and processing--are developed from scratch, emphasizing the time-domain vs. frequency-domain duality. *Basic concepts of probability theory, laws of large numbers, the stability of fluctuations law (central limit theorem), and statistical parametric inference procedures are presented so that no prior knowledge of probability and statistics is required; the only prerequisite is a basic two-three semester calculus sequence. *Introduction of the fundamental concept of a stationary random signal and its autocorrelation structure. *Power spectra of stationary signals and transmission analysis. *Filter design with optimal signal-to-noise ratio. *Computer simulation algorithms of stationary random signals with a given power spectrum density. *Complementary bibliography for readers who wish to pursue the study of random signals in greater depth. *Many diverse examples as well as end-of-chapter problems and exercises. Developed by the author over the course of several years of classroom use, A First Course in Statistics for Signal Analysis may be used by junior/senior undergraduates or graduate students in electrical, systems, computer, and biomedical engineering, as well as the physical sciences. The work is also an excellent resource of educational and training material for scientists and engineers working in research laboratories
SYSTEM REQUIREMENTS NOTE (ELECTRONIC RESOURCES)
Text of Note
Mode of access: World Wide Web
OTHER EDITION IN ANOTHER MEDIUM
Title
First course in statistics for signal analysis.
PIECE
Title
OhioLINK electronic book center
Title
SpringerLink
TOPICAL NAME USED AS SUBJECT
Signal processing-- Statistical methods.
PERSONAL NAME - PRIMARY RESPONSIBILITY
Woyczyński, W. A., (Wojbor Andrzej),1943-
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
Ohio Library and Information Network.
ORIGINATING SOURCE
Date of Transaction
20090406013159.0
Cataloguing Rules (Descriptive Conventions))
rda
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
