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Complex-Valued Matrix Derivatives - With Applications in Signal Processing and Communications (Hardcover)
Loot Price: R3,961
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Complex-Valued Matrix Derivatives - With Applications in Signal Processing and Communications (Hardcover)
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In this complete introduction to the theory of finding derivatives
of scalar-, vector- and matrix-valued functions with respect to
complex matrix variables, Hjorungnes 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.
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