Cooperative and graph signal processing : principles and applications /: principles and applications. (2018)

• Record Type: Book
• Further Information: Note: Edited by Petar Djuric, Cedric Richard.
• Editors: Djuric, Petar; Richard, Cedric
• Contents: PART 1 BASICS OF INFERENCE OVER NETWORKS CHAPTER 1 Asynchronous Adaptive Networks CHAPTER 2 Estimation and Detection Over Adaptive Networks CHAPTER 3 Multitask Learning Over Adaptive Networks With Grouping Strategies CHAPTER 4 Bayesian Approach to Collaborative Inference in Networks of Agents CHAPTER 5 Multiagent Distributed Optimization CHAPTER 6 Distributed Kalman and Particle Filtering CHAPTER 7 Game Theoretic Learning PART 2 SIGNAL PROCESSING ON GRAPHS CHAPTER 8 Graph Signal Processing CHAPTER 9 Sampling and Recovery of Graph Signals CHAPTER 10 Bayesian Active Learning on Graphs CHAPTER 11 Design of Graph Filters and Filterbanks CHAPTER 12 Statistical Graph Signal Processing: Stationarity and Spectral Estimation CHAPTER 13 Inference of Graph Topology CHAPTER 14 Partially Absorbing Random Walks: A Unified Framework for Learning on Graphs PART 3 DISTRIBUTED COMMUNICATIONS, NETWORKING, AND SENSING CHAPTER 15 Methods for Decentralized Signal Processing With Big Data CHAPTER 16 The Edge Cloud: A Holistic View of Communication, Computation, and Caching CHAPTER 17 Applications of Graph Connectivity to Network Security CHAPTER 18 Team Methods for Device Cooperation in Wireless Networks CHAPTER 19 Cooperative Data Exchange in Broadcast Networks CHAPTER 20 Collaborative Spectrum Sensing in the Presence of Byzantine Attack PART 4 SOCIAL NETWORKS CHAPTER 21 Dynamics of Information Diffusion and Social Sensing CHAPTER 22 Active Sensing of Social Networks: Network Identification From Low-Rank Data CHAPTER 23 Dynamic Social Networks: Search and Data Routing CHAPTER 24 Information Diffusion and Rumor Spreading CHAPTER 25 Multilayer Social Networks CHAPTER 26 Multiagent Systems: Learning, Strategic Behavior, Cooperation, and Network Formation PART 5 APPLICATIONS CHAPTER 27 Genomics and Systems Biology CHAPTER 28 Diffusion Augmented Complex Extended Kalman Filtering for Adaptive Frequency Estimation in Distributed Power Networks CHAPTER 29 Beacons and the City: Smart Internet of Things CHAPTER 30 Big Data CHAPTER 31 Graph Signal Processing on Neuronal Networks Index
• Publisher Details: Amsterdam : Academic Press
• Publication Date: 2018
• Extent: 1 online resource
• Subjects: 621.3822; Signal processing; Graph theory
• Languages: English
• ISBNs: 9780128136782
• Related ISBNs: 9780128136775
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.