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010   $a9786613052186
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100   $a20100927d2011||||  uy|            0
101 0 $aeng
135   $aur|||||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aComplex-valued matrix derivatives $ewith applications in signal processing and communications /$fAre Hjørungnes$b[electronic resource]
210  1$aCambridge :$cCambridge University Press,$d2011.
215   $a1 online resource (xxi, 247 pages) $cdigital, PDF file(s)
300   $aTitle from publisher's bibliographic system (viewed on 05 Oct 2015).
311   $a1-139-03704-8 
311   $a0-521-19264-1 
320   $aIncludes bibliographical references and index.
327   $aBackground material -- Theory of complex-valued matrix derivatives -- Development of complex-valued derivative formulas -- Complex Hessian matrices for scalar, vector, and matrix functions -- Generalized complex-valued matrix derivatives -- Applications in signal processing and communications.
330   $aIn 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.
606   $aMatrix derivatives
606   $aSystems engineering
606   $aSignal processing$xMathematical models
606   $aTelecommunication$xMathematical models
615  0$aMatrix derivatives.
615  0$aSystems engineering.
615  0$aSignal processing$xMathematical models.
615  0$aTelecommunication$xMathematical models.
676   $a621.382/2
700   $aHjørungnes$b Are$0479925
801  0$bUkCbUP
801  1$bUkCbUP
906   $aBOOK
912   $a9910459709303321
996   $aComplex-valued matrix derivatives$9257975
997   $aUNINA