Diffusion Source Localization in Large Networks, Lei Ying, Kai Zhu

Автор: Radha Poovendran; Cliff Wang; Sumit Roy
Название: Secure Localization and Time Synchronization for Wireless Sensor and Ad Hoc Networks
ISBN: 1441940960 ISBN-13(EAN): 9781441940964
Издательство: Springer
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Цена: 191550.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents the latest research results in the area of secure localization for both wireless mobile ad hoc networks and wireless sensor networks. It is suitable as text for computer science courses in wireless systems and security.

Автор: Lei Ying, Kai Zhu
Название: Diffusion Source Localization in Large Networks
ISBN: 1681733692 ISBN-13(EAN): 9781681733692
Издательство: Mare Nostrum (Eurospan)
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Цена: 66530.00 T
Наличие на складе: Невозможна поставка.
Описание: Diffusion processes in large networks have been used to model many real-world phenomena, including how rumors spread on the Internet, epidemics among human beings, emotional contagion through social networks, and even gene regulatory processes. Fundamental estimation principles and efficient algorithms for locating diffusion sources can answer a wide range of important questions, such as identifying the source of a widely spread rumor on online social networks. This book provides an overview of recent progress on source localization in large networks, focusing on theoretical principles and fundamental limits. The book covers both discrete-time diffusion models and continuous-time diffusion models. For discrete-time diffusion models, the book focuses on the Jordan infection center; for continuous-time diffusion models, it focuses on the rumor center. Most theoretical results on source localization are based on these two types of estimators or their variants. This book also includes algorithms that leverage partial-time information for source localization and a brief discussion of interesting unresolved problems in this area.