Download Intelligent Sensor Networks: The Integration of Sensor by Fei Hu,Qi Hao PDF

By Fei Hu,Qi Hao

Although governments around the globe have invested considerably in clever sensor community examine and functions, few books disguise clever sensor networks from a desktop studying and sign processing standpoint. Filling this void, Intelligent Sensor Networks: the combination of Sensor Networks, sign Processing and computer studying focuses at the shut integration of sensing, networking, and shrewdpermanent sign processing through laptop learning.

Based at the world-class examine of award-winning authors, the publication presents an organization grounding within the basics of clever sensor networks, together with compressive sensing and sampling, allotted sign processing, and clever sign studying. providing fresh study result of world-renowned sensing specialists, the ebook is geared up into 3 parts:

  • Machine Learning—describes the appliance of desktop studying and different AI rules in sensor community intelligence—covering shrewdpermanent sensor/transducer structure and information illustration for clever sensors

  • Signal Processingconsiders the optimization of sensor community functionality in keeping with electronic sign processing techniques—including cross-layer integration of routing and application-specific sign processing in addition to on-board photo processing in instant multimedia sensor networks for clever transportation systems

  • Networkingfocuses on community protocol layout as a way to in achieving an clever sensor networking—covering energy-efficient opportunistic routing protocols for sensor networking and multi-agent-driven instant sensor cooperation

Maintaining a spotlight on "intelligent" designs, the publication information sign processing ideas in sensor networks. It elaborates on severe structures for clever sensor networks and illustrates key applications—including objective monitoring, item identity, and structural healthiness tracking. it's also a paradigm for validating the level of spatiotemporal institutions between facts assets to augment facts cleansing in sensor networks, a sensor movement relief program, and likewise considers using Kalman filters for assault detection in a water process sensor community that includes water point sensors and pace sensors.

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