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Complex-valued_matrix_derivatives.pdf
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英文版-复数矩阵的求导公式的详细的推导过程及结论<Complex-valued_matrix_derivatives>
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Complex-Valued Matrix Derivatives
In this complete introduction to the theory of finding derivatives of scalar-, vector-,
and matrix-valued functions in relation 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. Self-contained and easy
to follow, this singular reference uses numerous practical examples from signal process-
ing and communications to demonstrate how these tools can be used to analyze and
optimize the performance of engineering systems. This is the first book on complex-
valued matrix derivatives from an engineering perspective. It covers both unpatterned
and patterned matrices, uses the latest research examples to illustrate concepts, and
includes applications in a range of areas, such as wireless communications, control the-
ory, adaptive filtering, resource management, and digital signal processing. The book
includes eighty-one end-of-chapter exercises and a complete solutions manual (available
on the Web).
Are Hjørungnes is a Professor in the Faculty of Mathematics and Natural Sciences at
the University of Oslo, Norway. He is an Editor of the IEEE Transactions on Wireless
Communications, and has served as a Guest Editor of the IEEE Journal of Selected Topics
in Signal Processing and the IEEE Journal on Selected Areas in Communications.
![](https://csdnimg.cn/release/download_crawler_static/12482004/bg4.jpg)
This book addresses the problem of complex-valued derivatives in a wide range of
contexts. The mathematical presentation is rigorous but its structured and comprehensive
presentation makes the information easily accessible. Clearly, it is an invaluable reference
to researchers, professionals and students dealing with functions of complex-valued
matrices that arise frequently in many different areas. Throughout the book the examples
and exercises help the reader learn how to apply the results presented in the propositions,
lemmas and theorems. In conclusion, this book provides a well organized, easy to read,
authoritative and unique presentation that everyone looking to exploit complex functions
should have available in their own shelves and libraries.
Professor Paulo S. R. Diniz, Federal University of Rio de Janeiro
Complex vector and matrix optimization problems are often encountered by researchers
in the electrical engineering fields and much beyond. Their solution, which can some-
times be reached from using existing standard algebra literature, may however be a
time consuming and sometimes difficult process. This is particularly so when compli-
cated cost function and constraint expressions arise. This book brings together several
mathematical theories in a novel manner to offer a beautifully unified and systematic
methodology for approaching such problems. It will no doubt be a great companion to
many researchers and engineers alike.
Professor David Gesbert, EURECOM, Sophia-Antipolis, France
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Complex-Valued Matrix
Derivatives
With Applications in Signal Processing
and Communications
ARE HJØRUNGNES
University of Oslo, Norway
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