Mathematical Theories Of Distributed Sensor Networks

Author : Sitharama S. Iyengar
Publisher : Springer
ISBN 13 : 1441984208
Total Pages : 163 pages
Book Rating : 4.03/5 ( download)

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Download or read book Mathematical Theories of Distributed Sensor Networks written by Sitharama S. Iyengar and published by Springer. This book was released on 2014-04-29 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a Mathematical Theory of Distributed Sensor Networks. It introduces the Mathematical & Computational Structure by discussing what they are, their applications and how they differ from traditional systems. It also explains how mathematics are utilized to provide efficient techniques implementing effective coverage, deployment, transmission, data processing, signal processing, and data protection within distributed sensor networks. Finally, it discusses some important challenges facing mathematics to get more incite to the multidisciplinary area of distributed sensor networks. -This book will help design engineers to set up WSN-based applications providing better use of resources while optimizing processing costs. -This book is highly useful for graduate students starting their first steps in research to apprehend new approaches and understand the mathematics behind them and face promising challenges. -This book aims at presenting a formal framework allowing to show how mathematical theories can be used to provide distributed sensor modeling and to solve important problems such as coverage hole detection and repair. -This book aims at presenting the current state of the art in formal issues related to sensor networking. It can be used as a handbook for different classes at the graduate level and the undergraduate level. It is self contained and comprehensive, presenting a complete picture of the discipline of optical network engineering including modeling functions, controlling quality of service, allocation resources, monitoring traffic, protecting infrastructure, and conducting planning. This book addresses a large set of theoretical aspects. It is designed for specialists in ad hoc and wireless sensor networks and does not include discusses on very promising areas such as homotopy, computational geometry, and wavelet transforms.

Author : Andrea Abrardo
Publisher : Springer Nature
ISBN 13 : 9813290013
Total Pages : 120 pages
Book Rating : 4.13/5 ( download)

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Download or read book Information Fusion in Distributed Sensor Networks with Byzantines written by Andrea Abrardo and published by Springer Nature. This book was released on 2020-07-14 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reviews the most powerful attack strategies and potential defense mechanisms, always approaching the interplay between the Fusion Center and the Byzantines from a game-theoretic perspective. For each of the settings considered, the equilibria of the game and the corresponding payoffs are derived, shedding new light on the achievable performance level and the impact that the presence of the Byzantines has on the accuracy of decisions made by the Fusion Center. Accordingly, the book offers a simple yet effective introduction to the emerging field of adversarial information fusion, providing a wealth of intuitive take-home lessons for practitioners interested in applying the most basic notions to the design of practical systems, while at the same time introducing researchers and other readers to the mathematical details behind the theory.

Author : Vladimir L. Boginski
Publisher : Springer Science & Business Media
ISBN 13 : 0387886192
Total Pages : 245 pages
Book Rating : 4.90/5 ( download)

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Download or read book Sensors: Theory, Algorithms, and Applications written by Vladimir L. Boginski and published by Springer Science & Business Media. This book was released on 2011-11-24 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: The objective of this book is to advance the current knowledge of sensor research particularly highlighting recent advances, current work, and future needs. The goal is to share current technologies and steer future efforts in directions that will benefit the majority of researchers and practitioners working in this broad field of study.

Author : Zhaoquan Gu
Publisher : Springer
ISBN 13 : 9811036802
Total Pages : 263 pages
Book Rating : 4.04/5 ( download)

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Download or read book Rendezvous in Distributed Systems written by Zhaoquan Gu and published by Springer. This book was released on 2017-08-22 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces novel solutions to the rendezvous problem in distributed systems, a fundamental problem that underpins the construction of many important functions in distributed systems and networks. The book covers rendezvous theories, distributed rendezvous algorithms, and rendezvous applications in practical systems, presents state-of-the-art rendezvous results and highlights the latest methods of rendezvous in distributed systems. It provides in particular an in-depth treatment of the blind rendezvous and oblivious blind rendezvous problems and their solutions. Further, it sheds new light on rendezvous applications in cognitive radio networks and rendezvous search in graphs. As such, it will also be of interest to readers from other research fields such as robotics, wireless sensor networks, and game theory.

Author : James Aspnes
Publisher : Springer
ISBN 13 : 3540730907
Total Pages : 422 pages
Book Rating : 4.03/5 ( download)

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Download or read book Distributed Computing in Sensor Systems written by James Aspnes and published by Springer. This book was released on 2007-07-05 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third International Conference on Distributed Computing in Sensor Systems, DCOSS 2007, held in Sante Fe, NM, USA in June 2007. It covers algorithms, applications, and systems. It bridges the gap between theory and practice and between the broader field of distributed computing and the specific issues arising in sensor networks and related systems.

Author : Kayhan Erciyes
Publisher : CRC Press
ISBN 13 : 1466571675
Total Pages : 318 pages
Book Rating : 4.79/5 ( download)

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Download or read book Complex Networks written by Kayhan Erciyes and published by CRC Press. This book was released on 2014-09-06 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complex Networks: An Algorithmic Perspective supplies the basic theoretical algorithmic and graph theoretic knowledge needed by every researcher and student of complex networks. This book is about specifying, classifying, designing, and implementing mostly sequential and also parallel and distributed algorithms that can be used to analyze the static properties of complex networks. Providing a focused scope which consists of graph theory and algorithms for complex networks, the book identifies and describes a repertoire of algorithms that may be useful for any complex network.

Author : Huaqing Li
Publisher : Springer Nature
ISBN 13 : 9811561095
Total Pages : 243 pages
Book Rating : 4.92/5 ( download)

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Download or read book Distributed Optimization: Advances in Theories, Methods, and Applications written by Huaqing Li and published by Springer Nature. This book was released on 2020-08-04 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a valuable reference guide for researchers in distributed optimization and for senior undergraduate and graduate students alike. Focusing on the natures and functions of agents, communication networks and algorithms in the context of distributed optimization for networked control systems, this book introduces readers to the background of distributed optimization; recent developments in distributed algorithms for various types of underlying communication networks; the implementation of computation-efficient and communication-efficient strategies in the execution of distributed algorithms; and the frameworks of convergence analysis and performance evaluation. On this basis, the book then thoroughly studies 1) distributed constrained optimization and the random sleep scheme, from an agent perspective; 2) asynchronous broadcast-based algorithms, event-triggered communication, quantized communication, unbalanced directed networks, and time-varying networks, from a communication network perspective; and 3) accelerated algorithms and stochastic gradient algorithms, from an algorithm perspective. Finally, the applications of distributed optimization in large-scale statistical learning, wireless sensor networks, and for optimal energy management in smart grids are discussed.

Author : George S. Oreku
Publisher : Springer
ISBN 13 : 3319212699
Total Pages : 97 pages
Book Rating : 4.92/5 ( download)

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Download or read book Security in Wireless Sensor Networks written by George S. Oreku and published by Springer. This book was released on 2015-09-12 with total page 97 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph covers different aspects of sensor network security including new emerging technologies. The authors present a mathematical approach to the topic and give numerous practical examples as well as case studies to illustrate the theory. The target audience primarily comprises experts and practitioners in the field of sensor network security, but the book may also be beneficial for researchers in academia as well as for graduate students.

Author : Venkatesh Saligrama
Publisher : Springer Science & Business Media
ISBN 13 : 0387688455
Total Pages : 308 pages
Book Rating : 4.59/5 ( download)

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Download or read book Networked Sensing Information and Control written by Venkatesh Saligrama and published by Springer Science & Business Media. This book was released on 2007-10-23 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents research on informational and mathematical aspects of networked sensing systems. It brings together internationally reputed researchers from different communities, focused on the common theme of distributed sensing, inferencing, and control over networks. The timeliness of the book is evidenced by the explosion of several independent special sessions devoted to specific aspects of sensor networks in reputed international conferences.

Author : Giulio Coluccia
Publisher : Springer
ISBN 13 : 9812873902
Total Pages : 104 pages
Book Rating : 4.03/5 ( download)

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Download or read book Compressed Sensing for Distributed Systems written by Giulio Coluccia and published by Springer. This book was released on 2015-05-29 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a survey of the state-of-the art in the exciting and timely topic of compressed sensing for distributed systems. It has to be noted that, while compressed sensing has been studied for some time now, its distributed applications are relatively new. Remarkably, such applications are ideally suited to exploit all the benefits that compressed sensing can provide. The objective of this book is to provide the reader with a comprehensive survey of this topic, from the basic concepts to different classes of centralized and distributed reconstruction algorithms, as well as a comparison of these techniques. This book collects different contributions on these aspects. It presents the underlying theory in a complete and unified way for the first time, presenting various signal models and their use cases. It contains a theoretical part collecting latest results in rate-distortion analysis of distributed compressed sensing, as well as practical implementations of algorithms obtaining performance close to the theoretical bounds. It presents and discusses various distributed reconstruction algorithms, summarizing the theoretical reconstruction guarantees and providing a comparative analysis of their performance and complexity. In summary, this book will allow the reader to get started in the field of distributed compressed sensing from theory to practice. We believe that this book can find a broad audience among researchers, scientists, or engineers with very diverse backgrounds, having interests in mathematical optimization, network systems, graph theoretical methods, linear systems, stochastic systems, and randomized algorithms. To help the reader become familiar with the theory and algorithms presented, accompanying software is made available on the authors’ web site, implementing several of the algorithms described in the book. The only background required of the reader is a good knowledge of advanced calculus and linear algebra.