Complex-Valued Matrix Derivatives: With Applications in Signal Processing and Communications

摘要: In this complete introduction to the theory of finding derivatives scalar-, vector- and matrix-valued functions with respect complex matrix variables, Hjrungnes describes an essential set mathematical tools for solving research problems where unknown parameters are contained in complex-valued matrices. The first book examining from engineering perspective, it uses numerous practical examples signal processing communications demonstrate how these can be used analyze optimize performance systems. Covering un-patterned certain patterned matrices, self-contained easy-to-follow reference deals applications a range areas including wireless communications, control theory, adaptive filtering, resource management digital processing. Over 80 end-of-chapter exercises provided, solutions manual available online.