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Complex-Valued Matrix Derivatives : With Applications in Signal Processing and Communications.
・ISBN 978-0-521-19264-4 hard GB£ 137.00
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電子版あり 大学・学術機関向け電子ブック（eBook）ISBN 978-0-511-92149-0
| 著者・編者 | Hjorungnes, Are, |
|---|---|
| 出版社 | (Cambridge University Press, UK) |
| 出版年月 | 2011 |
| ページ数 | 270 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-9105＞ |
解説
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.