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Intelligent Sensor Networks : the Integration of Sensor Networks, Signal Processing, and Machine Learning by Fei Hu (editor), Qi Hao (editor) is a nonfiction available to read on EtoBox.

What is Intelligent Sensor Networks : the Integration of Sensor Networks, Signal Processing, and Machine Learning about?

Although governments worldwide have invested significantly in intelligent sensor network research and applications, few books cover intelligent sensor networks from a machine learning and signal processing perspective. Filling this void, Intelligent Sensor Networks: The Integration of Sensor Networks, Signal Processing and Machine Learning focuses on the close integration of sensing, networking, and smart signal processing via machine learning. Based on the world-class research of award-winning authors, the book provides a firm grounding in the fundamentals of intelligent sensor networks, including compressive sensing and sampling, distributed signal processing, and intelligent signal learning. Presenting recent research results of world-renowned sensing experts, the book is organized into three parts: Machine Learning― describes the application of machine learning and other AI principles in sensor network intelligence―covering smart sensor/transducer architecture and data representation for intelligent sensors Signal Processing ― considers the optimization of sensor network performance based on digital signal processing techniques―including cross-layer integration of routing

Who reads Intelligent Sensor Networks : the Integration of Sensor Networks, Signal Processing, and Machine Learning?

Author

Fei Hu (editor), Qi Hao (editor)

Publisher

Taylor & Francis Group; CRC Press

Published

2012

Language

EN

ISBN

9781439892817

Category

nonfiction

Subjects

Engineering, Technology, Science