The Resource Statistical signal processing : frequency estimation, Debasis Kundu, Swagata Nandi, (electronic resource)

Statistical signal processing : frequency estimation, Debasis Kundu, Swagata Nandi, (electronic resource)

Label
Statistical signal processing : frequency estimation
Title
Statistical signal processing
Title remainder
frequency estimation
Statement of responsibility
Debasis Kundu, Swagata Nandi
Creator
Contributor
Provider
Subject
Language
eng
Summary
Signal processing may broadly be considered to involve the recovery of information from physical observations. The received signal is usually disturbed by thermal, electrical, atmospheric or intentional interferences. Due to the random nature of the signal, statistical techniques play an important role in analyzing the signal. Statistics is also used in the formulation of the appropriate models to describe the behavior of the system, the development of appropriate techniques for estimation of model parameters and the assessment of the model performances. Statistical signal processing basically refers to the analysis of random signals using appropriate statistical techniques. The main aim of this book is to introduce different signal processing models which have been used in analyzing periodic data, and different statistical and computational issues involved in solving them. We discuss in detail the sinusoidal frequency model which has been used extensively in analyzing periodic data occuring in various fields. We have tried to introduce different associated models and higher dimensional statistical signal processing models which have been further discussed in the literature. Different real data sets have been analyzed to illustrate how different models can be used in practice. Several open problems have been indicated for future research
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Kundu, Debasis
Image bit depth
0
LC call number
TK5102.9
LC item number
.K86 2012
Literary form
non fiction
Nature of contents
dictionaries
NLM call number
Online Book
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Nandi, Swagata
Series statement
SpringerBriefs in Statistics,
http://library.link/vocab/subjectName
  • Signal processing
  • Signal Processing, Computer-Assisted
  • COMPUTERS
  • TECHNOLOGY & ENGINEERING
  • Signal processing
Label
Statistical signal processing : frequency estimation, Debasis Kundu, Swagata Nandi, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
1 Introduction -- 2 Notations and Preliminaries -- 3 Estimation of Frequencies -- 4 Asymptotic Properties -- 5 Estimating the Number of Components -- 6 Real Data Example -- 7 Multidimensional Models -- 8 Related Models -- References -- Index
Dimensions
unknown
Extent
1 online resource.
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9788132206286
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)794672945
  • (OCoLC)ocn794672945
Label
Statistical signal processing : frequency estimation, Debasis Kundu, Swagata Nandi, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
1 Introduction -- 2 Notations and Preliminaries -- 3 Estimation of Frequencies -- 4 Asymptotic Properties -- 5 Estimating the Number of Components -- 6 Real Data Example -- 7 Multidimensional Models -- 8 Related Models -- References -- Index
Dimensions
unknown
Extent
1 online resource.
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9788132206286
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)794672945
  • (OCoLC)ocn794672945

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