The Resource Adaptive Filtering : Algorithms and Practical Implementation, by Paulo Sergio Ramirez Diniz, (electronic resource)

Adaptive Filtering : Algorithms and Practical Implementation, by Paulo Sergio Ramirez Diniz, (electronic resource)

Label
Adaptive Filtering : Algorithms and Practical Implementation
Title
Adaptive Filtering
Title remainder
Algorithms and Practical Implementation
Statement of responsibility
by Paulo Sergio Ramirez Diniz
Creator
Author
Author
Subject
Language
  • eng
  • eng
Summary
The field of Digital Signal Processing has developed so fast in the last two decades that it can be found in the graduate and undergraduate programs of most universities. This development is related to the growing available techno­ logies for implementing digital signal processing algorithms. The tremendous growth of development in the digital signal processing area has turned some of its specialized areas into fields themselves. If accurate information of the signals to be processed is available, the designer can easily choose the most appropriate algorithm to process the signal. When dealing with signals whose statistical properties are unknown, fixed algorithms do not process these signals efficiently. The solution is to use an adaptive filter that automatically changes its characteristics by optimizing the internal parameters. The adaptive filtering algorithms are essential in many statistical signal processing applications. Although the field of adaptive signal processing has been subject of research for over three decades, it was in the eighties that a major growth occurred in research and applications. Two main reasons can be credited to this growth, the availability of implementation tools and the appearance of early textbooks exposing the subject in an organized form. Presently, there is still a lot of activities going on in the area of adaptive filtering. In spite of that, the theor­ etical development in the linear-adaptive-filtering area reached a maturity that justifies a text treating the various methods in a unified way, emphasizing the algorithms that work well in practical implementation
Member of
http://library.link/vocab/creatorName
Diniz, Paulo Sergio Ramirez
Dewey number
621.382
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
FOegENJwWrg
Image bit depth
0
Language note
English
LC call number
  • TK5102.9
  • TA1637-1638
  • TK7882.S65
Literary form
non fiction
Nature of contents
dictionaries
Series statement
The Springer International Series in Engineering and Computer Science,
Series volume
399
http://library.link/vocab/subjectName
  • Computer engineering
  • Signal, Image and Speech Processing
  • Electrical Engineering
Label
Adaptive Filtering : Algorithms and Practical Implementation, by Paulo Sergio Ramirez Diniz, (electronic resource)
Instantiates
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Bibliography note
Includes bibliographical references at the end of each chapters and index
Carrier category
online resource
Carrier category code
cr
Color
not applicable
Content category
text
Content type code
txt
Contents
1 Introduction to Adaptive Filtering -- 2 Fundamentals of Adaptive Filtering -- 3 The Least-Mean-Square (LMS) Algorithm -- 4 LMS-Based Algorithms -- 5 Conventional RLS Adaptive Filter -- 6 Adaptive Lattice-Based RLS Algorithms -- 7 Fast Transversal RLS Algorithms -- 8 QR-Decomposition-Based RLS Filters -- 9 Adaptive IIR Filters
Dimensions
unknown
Extent
1 online resource (XV, 443 p.)
File format
multiple file formats
Form of item
online
Isbn
9781441986603
Level of compression
uncompressed
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4419-8660-3
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)3400000000087712
  • (SSID)ssj0001007207
  • (PQKBManifestationID)11577721
  • (PQKBTitleCode)TC0001007207
  • (PQKBWorkID)10935265
  • (PQKB)11563610
  • (DE-He213)978-1-4419-8660-3
  • (MiAaPQ)EBC3074691
  • (EXLCZ)993400000000087712
Label
Adaptive Filtering : Algorithms and Practical Implementation, by Paulo Sergio Ramirez Diniz, (electronic resource)
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Bibliography note
Includes bibliographical references at the end of each chapters and index
Carrier category
online resource
Carrier category code
cr
Color
not applicable
Content category
text
Content type code
txt
Contents
1 Introduction to Adaptive Filtering -- 2 Fundamentals of Adaptive Filtering -- 3 The Least-Mean-Square (LMS) Algorithm -- 4 LMS-Based Algorithms -- 5 Conventional RLS Adaptive Filter -- 6 Adaptive Lattice-Based RLS Algorithms -- 7 Fast Transversal RLS Algorithms -- 8 QR-Decomposition-Based RLS Filters -- 9 Adaptive IIR Filters
Dimensions
unknown
Extent
1 online resource (XV, 443 p.)
File format
multiple file formats
Form of item
online
Isbn
9781441986603
Level of compression
uncompressed
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4419-8660-3
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)3400000000087712
  • (SSID)ssj0001007207
  • (PQKBManifestationID)11577721
  • (PQKBTitleCode)TC0001007207
  • (PQKBWorkID)10935265
  • (PQKB)11563610
  • (DE-He213)978-1-4419-8660-3
  • (MiAaPQ)EBC3074691
  • (EXLCZ)993400000000087712

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