Mahmoud Networked Filtering and Fusion in Wireless Sensor Networks 9781482250961

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Автор: Mahmoud
Название: Networked Filtering and Fusion in Wireless Sensor Networks
Перевод названия: Махмуд Магди: Сетевая фильтрация и шумы в беспроводных чувствительных сетях
ISBN: 9781482250961
Издательство: Taylor&Francis
Классификация:

Связь по протоколу беспроводного доступа (WAP)

Конфигурация и приложения сети Интернет

ISBN-10: 1482250969
Обложка/Формат: Hardback
Страницы: 576
Вес: 1.00 кг.
Дата издания: 19.12.2014
Серия: Engineering
Язык: English
Иллюстрации: 10 tables, black and white; 178 illustrations, black and white
Размер: 241 x 157 x 37
Читательская аудитория: Tertiary education (us: college)
Ключевые слова: Computer networking & communications, COMPUTERS / Networking / General,TECHNOLOGY & ENGINEERING / Mobile & Wireless Communications
Основная тема: Networks
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание:

By exploiting the synergies among available data, information fusion can reduce data traffic, filter noisy measurements, and make predictions and inferences about a monitored entity. Networked Filtering and Fusion in Wireless Sensor Networks introduces the subject of multi-sensor fusion as the method of choice for implementing distributed systems.

The book examines the state of the art in information fusion. It presents the known methods, algorithms, architectures, and models of information fusion and discusses their applicability in the context of wireless sensor networks (WSNs). Paying particular attention to the wide range of topics that have been covered in recent literature, the text presents the results of a number of typical case studies.

Complete with research supported elements and comprehensive references, this teaching-oriented volume uses standard scientific terminology, conventions, and notations throughout. It applies recently developed convex optimization theory and highly efficient algorithms in estimation fusion to open up discussion and provide researchers with an ideal starting point for further research on distributed estimation and fusion for WSNs.

The book supplies a cohesive overview of the key results of theory and applications of information-fusion-related problems in networked systems in a unified framework. Providing advanced mathematical treatment of fundamental problems with information fusion, it will help you broaden your understanding of prospective applications and how to address such problems in practice.

After reading the book, you will gain the understanding required to model parts of dynamic systems and use those models to develop distributed fusion control algorithms that are based on feedback control theory.

Networked Filtering and Fusion in Wireless Sensor Networks, Mahmoud