ENGLISH

Convex Optimization for Signal Processing and Communications: From Fundamentals to Applications

By Chong-Yung Chi , Wei-Chiang Li , Chia-Hsiang Lin

Book information

Publisher
CRC Press
Year
2017
ISBN
1498776450, 978-1-4987-7645-5, 123-125-127-1
Language
english
Format
PDF
Filesize
3 MB (3504185 bytes)
Edition
1
Pages
446\456
Library
kolxoz
Time added
2017-10-15 16:00:00
Wireless communication systems;Signal processing;M

Description

Convex Optimization for Signal Processing and Communications: From Fundamentals to Applications provides fundamental background knowledge of convex optimization, while striking a balance between mathematical theory and applications in signal processing and communications. In addition to comprehensive proofs and perspective interpretations for core convex optimization theory, this book also provides many insightful figures, remarks, illustrative examples, and guided journeys from theory to cutting-edge research explorations, for efficient and in-depth learning, especially for engineering students and professionals. With the powerful convex optimization theory and tools, this book provides you with a new degree of freedom and the capability of solving challenging real-world scientific and engineering problems. Content: PrefaceChapter 1: Mathematical BackgroundChapter 2: Convex SetsChapter 3: Convex FunctionsChapter 4: Convex Optimization ProblemsChapter 5: Geometric ProgrammingChapter 6: Linear Programming and Quadratic ProgrammingChapter 7: Second-order Cone ProgrammingChapter 8: Semidefinite ProgrammingChapter 9: DualityChapter 10: Interior-point MethodsAppendix: Convex Optimization Solvers

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