Download EBOOK Intelligent Sensor Networks: The Integration of Sensor Networks, Signal Processing and Machine Learning PDF for free


Download EBOOK Intelligent Sensor Networks: The Integration of Sensor Networks, Signal Processing and Machine Learning PDF for free Category: Technology & Engineering
The author of the book: Fei Hu
Format files: PDF, EPUB, TXT, DOCX
The size of the: 478 KB
Language: English
ISBN-13: 9781439892817
Edition: CRC Press Inc
Date of issue: 27 December 2012

Description of the book "Intelligent Sensor Networks: The Integration of Sensor Networks, Signal Processing and Machine Learning":

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 PDF 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 and application-specific signal processing as well as on-board image processing in wireless multimedia sensor networks for intelligent transportation systems *Networking-focuses on network protocol design in order to achieve an intelligent sensor networking-covering energy-efficient opportunistic routing protocols ePub for sensor networking and multi-agent-driven wireless sensor cooperation Maintaining a focus on "intelligent" designs, the book details signal processing principles in sensor networks. It elaborates on critical platforms for intelligent sensor networks and illustrates key applications-including target tracking, object identification, and structural health monitoring. It also includes a paradigm for validating the extent of spatiotemporal associations among data sources to enhance data cleaning in sensor networks, a sensor stream reduction application, and also considers the use of Kalman filters for attack detection in a water system sensor network that consists of water level sensors and velocity sensors.

Download EBOOK Intelligent Sensor Networks: The Integration of Sensor Networks, Signal Processing and Machine Learning PDF for free


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Fei Hu

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Download EBOOK Intelligent Sensor Networks: The Integration of Sensor Networks, Signal Processing and Machine Learning PDF for free



Download EBOOK Intelligent Sensor Networks: The Integration of Sensor Networks, Signal Processing and Machine Learning for free

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