Complex-valued matrix derivatives : with applications in signal processing and communications / / Are Hjrungnes.
"In this complete introduction to the theory of finding derivatives of scalar-, vector- and matrix-valued functions with respect to complex matrix variables, Hjrungnes describes an essential set of mathematical tools for solving research problems where unknown parameters are contained in comple...
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Year of Publication: | 2011 |
Language: | English |
Online Access: | |
Physical Description: | xxi, 247 p. :; ill. |
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Table of Contents:
- Machine generated contents note: Preface; Nomenclature; List of abbreviations; 1. Introduction; 2. Background material; 3. Theory of complex-valued matrix derivatives; 4. Development of complex-valued derivative formulas; 5. Complex Hessian matrices for scalar, vector, and matrix functions; 6. Generalized complex-valued matrix derivatives; 7. Applications in signal processing and communications; References; Index.