Cooperative and Graph Signal Processing

Written By Petar Djuric
Cooperative and Graph Signal Processing
  • Publsiher : Academic Press
  • Release : 04 July 2018
  • ISBN : 0128136782
  • Pages : 866 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Cooperative and Graph Signal Processing written by Petar Djuric which was release on 04 July 2018, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: Cooperative and Graph Signal Processing: Principles and Applications presents the fundamentals of signal processing over networks and the latest advances in graph signal processing. A range of key concepts are clearly explained, including learning, adaptation, optimization, control, inference and machine learning. Building on the principles of these areas, the book then shows how they are relevant to understanding distributed communication, networking and sensing and social networks. Finally, the book shows how the principles are applied to a range of applications, such as Big data, Media and video, Smart grids, Internet of Things, Wireless health and Neuroscience. With this book readers will learn the basics of adaptation and learning in networks, the essentials of detection, estimation and filtering, Bayesian inference in networks, optimization and control, machine learning, signal processing on graphs, signal processing for distributed communication, social networks from the perspective of flow of information, and how to apply signal processing methods in distributed settings. Presents the first book on cooperative signal processing and graph signal processing Provides a range of applications and application areas that are thoroughly covered Includes an editor in chief and associate editor from the IEEE Transactions on Signal Processing and Information Processing over Networks who have recruited top contributors for the book

Cooperative and Graph Signal Processing

Cooperative and Graph Signal Processing
  • Author : Petar Djuric,Cédric Richard
  • Publisher : Academic Press
  • Release Date : 2018-07-04
  • Total pages : 866
  • ISBN : 0128136782
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Summary : Cooperative and Graph Signal Processing: Principles and Applications presents the fundamentals of signal processing over networks and the latest advances in graph signal processing. A range of key concepts are clearly explained, including learning, adaptation, optimization, control, inference and machine learning. Building on the principles of these areas, the book ...

Vertex Frequency Analysis of Graph Signals

Vertex Frequency Analysis of Graph Signals
  • Author : Ljubiša Stanković,Ervin Sejdić
  • Publisher : Springer
  • Release Date : 2018-12-01
  • Total pages : 507
  • ISBN : 0128136782
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Summary : This book introduces new methods to analyze vertex-varying graph signals. In many real-world scenarios, the data sensing domain is not a regular grid, but a more complex network that consists of sensing points (vertices) and edges (relating the sensing points). Furthermore, sensing geometry or signal properties define the relation among ...

Advanced Data Analytics for Power Systems

Advanced Data Analytics for Power Systems
  • Author : Ali Tajer,Samir M. Perlaza,H. Vincent Poor
  • Publisher : Cambridge University Press
  • Release Date : 2021-01-31
  • Total pages : 615
  • ISBN : 0128136782
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Summary : Experts in data analytics and power engineering present techniques addressing the needs of modern power systems, covering theory and applications related to power system reliability, efficiency, and security. With topics spanning large-scale and distributed optimization, statistical learning, big data analytics, graph theory, and game theory, this is an essential resource ...

Excursions in Harmonic Analysis Volume 6

Excursions in Harmonic Analysis  Volume 6
  • Author : Matthew Hirn,Shidong Li,Kasso A. Okoudjou,Sandra Saliani,Özgür Yilmaz
  • Publisher : Springer Nature
  • Release Date : 2021-09-01
  • Total pages : 440
  • ISBN : 0128136782
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Summary : John J. Benedetto has had a profound influence not only on the direction of harmonic analysis and its applications, but also on the entire community of people involved in the field. The chapters in this volume – compiled on the occasion of his 80th birthday – are written by leading researchers in ...

Modeling Stochastic Control Optimization and Applications

Modeling  Stochastic Control  Optimization  and Applications
  • Author : George Yin,Qing Zhang
  • Publisher : Springer
  • Release Date : 2019-07-16
  • Total pages : 599
  • ISBN : 0128136782
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Summary : This volume collects papers, based on invited talks given at the IMA workshop in Modeling, Stochastic Control, Optimization, and Related Applications, held at the Institute for Mathematics and Its Applications, University of Minnesota, during May and June, 2018. There were four week-long workshops during the conference. They are (1) stochastic control, computation ...

Internet of Things and Its Applications

Internet of Things and Its Applications
  • Author : Sachi Nandan Mohanty,Jyotir Moy Chatterjee,Suneeta Satpathy
  • Publisher : Springer Nature
  • Release Date : 2021-11-25
  • Total pages : 573
  • ISBN : 0128136782
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Summary : This book offers a holistic approach to the Internet of Things (IoT) model, covering both the technologies and their applications, focusing on uniquely identifiable objects and their virtual representations in an Internet-like structure. The authors add to the rapid growth in research on IoT communications and networks, confirming the scalability ...

Sampling Techniques for Supervised or Unsupervised Tasks

Sampling Techniques for Supervised or Unsupervised Tasks
  • Author : Frédéric Ros,Serge Guillaume
  • Publisher : Springer Nature
  • Release Date : 2019-10-26
  • Total pages : 232
  • ISBN : 0128136782
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Summary : This book describes in detail sampling techniques that can be used for unsupervised and supervised cases, with a focus on sampling techniques for machine learning algorithms. It covers theory and models of sampling methods for managing scalability and the “curse of dimensionality”, their implementations, evaluations, and applications. A large part ...

Cooperative Cellular Wireless Networks

Cooperative Cellular Wireless Networks
  • Author : Ekram Hossain,Dong In Kim,Vijay K. Bhargava
  • Publisher : Cambridge University Press
  • Release Date : 2011-03-10
  • Total pages : 212
  • ISBN : 0128136782
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Summary : A self-contained guide to the state-of-the-art in cooperative communications and networking techniques for next generation cellular wireless systems, this comprehensive book provides a succinct understanding of the theory, fundamentals and techniques involved in achieving efficient cooperative wireless communications in cellular wireless networks. It consolidates the essential information, addressing both theoretical ...

Building an Effective Security Program for Distributed Energy Resources and Systems

Building an Effective Security Program for Distributed Energy Resources and Systems
  • Author : Mariana Hentea
  • Publisher : John Wiley & Sons
  • Release Date : 2021-04-06
  • Total pages : 608
  • ISBN : 0128136782
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Summary : Building an Effective Security Program for Distributed Energy Resources and Systems Build a critical and effective security program for DERs Building an Effective Security Program for Distributed Energy Resources and Systems requires a unified approach to establishing a critical security program for DER systems and Smart Grid applications. The methodology ...

Positioning and Navigation in Complex Environments

Positioning and Navigation in Complex Environments
  • Author : Yu, Kegen
  • Publisher : IGI Global
  • Release Date : 2018-01-05
  • Total pages : 577
  • ISBN : 0128136782
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Summary : The limitations of satellites create a large gap in assistive directional technologies, especially indoors. The methods and advances in alternate directional technologies is allowing for new systems to fill the gaps caused by the limitations of GPS systems. Positioning and Navigation in Complex Environments is a critical scholarly resource that ...

Distributed Cooperative Control

Distributed Cooperative Control
  • Author : Yi Guo
  • Publisher : John Wiley & Sons
  • Release Date : 2017-03-03
  • Total pages : 240
  • ISBN : 0128136782
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Summary : Examines new cooperative control methodologies tailored to real-world applications in various domains such as in communication systems, physics systems, and multi-robotic systems Provides the fundamental mechanism for solving collective behaviors in naturally-occurring systems as well as cooperative behaviors in man-made systems Discusses cooperative control methodologies using real-world applications, including semi-conductor ...

Cooperative Localization and Navigation

Cooperative Localization and Navigation
  • Author : Chao Gao,Guorong Zhao,Hassen Fourati
  • Publisher : CRC Press
  • Release Date : 2019-08-21
  • Total pages : 636
  • ISBN : 0128136782
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Summary : This book captures the latest results and techniques for cooperative localization and navigation drawn from a broad array of disciplines. It provides the reader with a generic and comprehensive view of modeling, strategies, and state estimation methodologies in that fields. It discusses the most recent research and novel advances in ...

Cooperative Design Visualization and Engineering

Cooperative Design  Visualization  and Engineering
  • Author : Yuhua Luo
  • Publisher : Springer
  • Release Date : 2008-09-22
  • Total pages : 312
  • ISBN : 0128136782
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Summary : This book constitutes the refereed proceedings of the 5th International Conference on Cooperative Design, Visualization, and Engineering, CDVE 2008, held in Calvià, Mallorca, Spain, in September 2008. The 45 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers cover all current issues in cooperative design, visualization, and engineering, ...

Cooperative Communications for Improved Wireless Network Transmission Framework for Virtual Antenna Array Applications

Cooperative Communications for Improved Wireless Network Transmission  Framework for Virtual Antenna Array Applications
  • Author : Uysal, Murat
  • Publisher : IGI Global
  • Release Date : 2009-07-31
  • Total pages : 632
  • ISBN : 0128136782
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Summary : Offers practitioners, researchers, and academicians with fundamental principles of cooperative communication. This book provides readers diverse findings and exposes underlying issues in the analysis, design, and optimization of wireless systems....

Statistical Signal Processing in Engineering

Statistical Signal Processing in Engineering
  • Author : Umberto Spagnolini
  • Publisher : John Wiley & Sons
  • Release Date : 2018-02-05
  • Total pages : 608
  • ISBN : 0128136782
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Summary : A problem-solving approach to statistical signal processing for practicing engineers, technicians, and graduate students This book takes a pragmatic approach in solving a set of common problems engineers and technicians encounter when processing signals. In writing it, the author drew on his vast theoretical and practical experience in the field ...