The Resource Complex-valued matrix derivatives : with applications in signal processing and communications, Are Hjørungnes

Complex-valued matrix derivatives : with applications in signal processing and communications, Are Hjørungnes

Label
Complex-valued matrix derivatives : with applications in signal processing and communications
Title
Complex-valued matrix derivatives
Title remainder
with applications in signal processing and communications
Statement of responsibility
Are Hjørungnes
Creator
Subject
Language
eng
Summary
"In this complete introduction to the theory of finding derivatives of scalar-, vector- and matrix-valued functions with respect to complex matrix variables, Hjørungnes describes an essential set of mathematical tools for solving research problems where unknown parameters are contained in complex-valued matrices. The first book examining complex-valued matrix derivatives from an engineering perspective, it uses numerous practical examples from signal processing and communications to demonstrate how these tools can be used to analyze and optimize the performance of engineering systems. Covering un-patterned and certain patterned matrices, this self-contained and easy-to-follow reference deals with applications in a range of areas including wireless communications, control theory, adaptive filtering, resource management and digital signal processing. Over 80 end-of-chapter exercises are provided, with a complete solutions manual available online"--
Assigning source
Provided by publisher
Cataloging source
DLC
http://library.link/vocab/creatorName
Hjørungnes, Are
Illustrations
illustrations
Index
index present
LC call number
TA347.D4
LC item number
H56 2011
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/subjectName
  • Matrix derivatives
  • Systems engineering
  • Signal processing
  • Telecommunication
  • TECHNOLOGY & ENGINEERING
  • Matrix derivatives
  • Signal processing
  • Systems engineering
  • Telecommunication
Label
Complex-valued matrix derivatives : with applications in signal processing and communications, Are Hjørungnes
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Machine generated contents note: Preface; Nomenclature; List of abbreviations; 1. Introduction; 2. Background material; 3. Theory of complex-valued matrix derivatives; 4. Development of complex-valued derivative formulas; 5. Complex Hessian matrices for scalar, vector, and matrix functions; 6. Generalized complex-valued matrix derivatives; 7. Applications in signal processing and communications; References; Index
Dimensions
26 cm
Extent
xxi, 247 pages
Isbn
9780521192644
Isbn Type
(hardback)
Lccn
2010046598
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
System control number
  • (OCoLC)671709802
  • (OCoLC)ocn671709802
Label
Complex-valued matrix derivatives : with applications in signal processing and communications, Are Hjørungnes
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Machine generated contents note: Preface; Nomenclature; List of abbreviations; 1. Introduction; 2. Background material; 3. Theory of complex-valued matrix derivatives; 4. Development of complex-valued derivative formulas; 5. Complex Hessian matrices for scalar, vector, and matrix functions; 6. Generalized complex-valued matrix derivatives; 7. Applications in signal processing and communications; References; Index
Dimensions
26 cm
Extent
xxi, 247 pages
Isbn
9780521192644
Isbn Type
(hardback)
Lccn
2010046598
Media category
unmediated
Media MARC source
rdamedia
Media type code
n
Other physical details
illustrations
System control number
  • (OCoLC)671709802
  • (OCoLC)ocn671709802

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