Complex-Valued Matrix Derivatives (Hardcover) (ISBN-13: 9780521192644)

In this complete introduction to the theory of finding derivatives of scalar-, vector- and matrix-valued functions with respect to complex matrix variables, Hj rungnes 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.

Author: Are Hjungnes
ISBN-10: 0521192641
ISBN-13: 9780521192644
Publisher: Cambridge University Press
Language: English
Published: 02/24/2011
Pages: 270
Format: Hardcover
Weight: 1.50lbs
Size: 9.70h x 6.90w x 0.70d