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Convex optimization for signal processing and communications : from fundamentals to applications / Chong-Yung Chi, Wei-Chiang Li, Chia-Hsiang Lin

By: Contributor(s): Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Publisher: Boca Raton ; London ; New York : CRC Press, [2017]Description: 1 Online-RessourceISBN:
  • 1498776469
  • 9781498776462
Subject(s): Additional physical formats: 1498776450. | 9781498776455. | Erscheint auch als: Convex optimization for signal processing and communications. Druck-Ausgabe Boca Raton : CRC Press, Taylor & Francis Group, 2017. xiv, 431 SeitenDDC classification:
  • 621.38401/515882
MSC: MSC: *90-01 | 90C25 | 90C30 | 90C90 | 94A05 | 94A12LOC classification:
  • TK5103.2
Online resources: Summary: 1.1.6 Complement, scaled sets, and sum of sets 1.1.7 Closure and boundary ; 1.1.8 Supremum and infimum ; 1.1.9 Function ; 1.1.10 Continuity ; 1.1.11 Derivative and gradient ; 1.1.12 Hessian ; 1.1.13 Taylor series ; 1.2 Linear algebra revisited ; 1.2.1 Vector subspaceSummary: 1.2.2 Range space, null space, and orthogonal projection 1.2.3 Matrix determinant and inverse ; 1.2.4 Positive definiteness and semidefiniteness ; 1.2.5 Eigenvalue decomposition ; 1.2.6 Square root factorization of PSD matrices ; 1.2.7 Singular value decompositionSummary: 2.1.5 Cones and conic hulls 2.2 Examples of convex sets ; 2.2.1 Hyperplanes and halfspaces ; 2.2.2 Euclidean balls and ellipsoids ; 2.2.3 Polyhedra ; 2.2.4 Simplexes ; 2.2.5 Norm cones ; 2.2.6 Positive semidefinite cones ; 2.3 Convexity preserving operations ; 2.3.1 IntersectionSummary: "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."--PPN: PPN: 881814873Package identifier: Produktsigel: ZDB-4-NLEBK
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