The Resource Adaptive Nonlinear System Identification : The Volterra and Wiener Model Approaches, by Tokunbo Ogunfunmi, (electronic resource)

Adaptive Nonlinear System Identification : The Volterra and Wiener Model Approaches, by Tokunbo Ogunfunmi, (electronic resource)

Label
Adaptive Nonlinear System Identification : The Volterra and Wiener Model Approaches
Title
Adaptive Nonlinear System Identification
Title remainder
The Volterra and Wiener Model Approaches
Statement of responsibility
by Tokunbo Ogunfunmi
Creator
Author
Author
Subject
Language
  • eng
  • eng
Summary
Adaptive Nonlinear System Identification: The Volterra and Wiener Model Approaches introduces engineers and researchers to the field of nonlinear adaptive system identification. The book includes recent research results in the area of adaptive nonlinear system identification and presents simple, concise, easy-to-understand methods for identifying nonlinear systems. These methods use adaptive filter algorithms that are well known for linear systems identification. They are applicable for nonlinear systems that can be efficiently modeled by polynomials. After a brief introduction to nonlinear systems and to adaptive system identification, the author presents the discrete Volterra model approach. This is followed by an explanation of the Wiener model approach. Adaptive algorithms using both models are developed. The performance of the two methods are then compared to determine which model performs better for system identification applications. Adaptive Nonlinear System Identification: The Volterra and Wiener Model Approaches is useful to graduates students, engineers and researchers in the areas of nonlinear systems, control, biomedical systems and in adaptive signal processing
Member of
Is Subseries of
http://library.link/vocab/creatorName
Ogunfunmi, Tokunbo
Dewey number
003.1
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
Efweu631-Cw
Language note
English
LC call number
  • Q295
  • QA402.3-402.37
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Signals and Communication Technology,
http://library.link/vocab/subjectName
  • System theory
  • Computer vision
  • Systems engineering
  • Telecommunication
  • Systems Theory, Control
  • Signal, Image and Speech Processing
  • Control, Robotics, Mechatronics
  • Image Processing and Computer Vision
  • Circuits and Systems
  • Communications Engineering, Networks
Label
Adaptive Nonlinear System Identification : The Volterra and Wiener Model Approaches, by Tokunbo Ogunfunmi, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
to Nonlinear Systems -- Polynomial Models of Nonlinear Systems -- Volterra and Wiener Nonlinear Models -- Nonlinear System Identification Methods -- to Adaptive Signal Processing -- Nonlinear Adaptive System Identification Based on Volterra Models -- Nonlinear Adaptive System Identification Based on Wiener Models (Part 1) -- Nonlinear Adaptive System Identification Based on Wiener Models (Part 2) -- Nonlinear Adaptive System Identification Based on Wiener Models (Part 3) -- Nonlinear Adaptive System Identification Based on Wiener Models (Part 4) -- Conclusions, Recent Results, and New Directions
Dimensions
unknown
Extent
1 online resource (242 p.)
Form of item
online
Isbn
9780387686301
Media category
computer
Media type code
c
Other control number
10.1007/978-0-387-68630-1
Specific material designation
remote
System control number
  • (CKB)1000000000491587
  • (EBL)337303
  • (OCoLC)184903839
  • (SSID)ssj0000097158
  • (PQKBManifestationID)11130651
  • (PQKBTitleCode)TC0000097158
  • (PQKBWorkID)10114900
  • (PQKB)10525775
  • (SSID)ssj0000767772
  • (PQKBManifestationID)12298742
  • (PQKBTitleCode)TC0000767772
  • (PQKBWorkID)10741437
  • (PQKB)11119873
  • (DE-He213)978-0-387-68630-1
  • (MiAaPQ)EBC337303
  • (EXLCZ)991000000000491587
Label
Adaptive Nonlinear System Identification : The Volterra and Wiener Model Approaches, by Tokunbo Ogunfunmi, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
to Nonlinear Systems -- Polynomial Models of Nonlinear Systems -- Volterra and Wiener Nonlinear Models -- Nonlinear System Identification Methods -- to Adaptive Signal Processing -- Nonlinear Adaptive System Identification Based on Volterra Models -- Nonlinear Adaptive System Identification Based on Wiener Models (Part 1) -- Nonlinear Adaptive System Identification Based on Wiener Models (Part 2) -- Nonlinear Adaptive System Identification Based on Wiener Models (Part 3) -- Nonlinear Adaptive System Identification Based on Wiener Models (Part 4) -- Conclusions, Recent Results, and New Directions
Dimensions
unknown
Extent
1 online resource (242 p.)
Form of item
online
Isbn
9780387686301
Media category
computer
Media type code
c
Other control number
10.1007/978-0-387-68630-1
Specific material designation
remote
System control number
  • (CKB)1000000000491587
  • (EBL)337303
  • (OCoLC)184903839
  • (SSID)ssj0000097158
  • (PQKBManifestationID)11130651
  • (PQKBTitleCode)TC0000097158
  • (PQKBWorkID)10114900
  • (PQKB)10525775
  • (SSID)ssj0000767772
  • (PQKBManifestationID)12298742
  • (PQKBTitleCode)TC0000767772
  • (PQKBWorkID)10741437
  • (PQKB)11119873
  • (DE-He213)978-0-387-68630-1
  • (MiAaPQ)EBC337303
  • (EXLCZ)991000000000491587

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