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题名/责任者:

Computational intelligence for wireless sensor networks : principles and applications / edited by Sandip Kumar Chaurasiya, Joydeep Dutta, Arindam Biswas, Gorachand Dutta, Mrinal Kanti Sarkar.

版本说明:

First edition.

出版发行项:

Boca Raton, FL : CRC Press, [2022]

ISBN:

9780367608880

ISBN:

9780367608897

载体形态项:

216 pages ; 26 cm

附加个人名称:

Chaurasiya, Sandip Kumar, editor.

论题主题:

Wireless sensor networks.

中图法分类号:

TP212

书目附注:

Includes bibliographical references and index.

摘要附注:

"Computational Intelligence in Wireless Sensor Networks - Principles and Applications provides an integrative overview of the computational intelligence (CI) in wireless sensor networks and enabled technologies. It aims to demonstrate how the paradigm of computational intelligence can benefit wireless sensor networks and sensor-enabled technologies to overcome their issues. The book provides extensive coverage over the multiple design challenges of WSNs and associated technologies such as clustering, routing, media access, security, mobility, and design of energy-efficient network operations. The book describes various CI strategies such as fuzzy computing, evolutionary computing, reinforcement learning, artificial intelligence, swarm intelligence, teaching learning-based optimization, etc. It also discusses applying the techniques mentioned above in wireless sensor networks and sensor-enabled technologies to meet the inherent design challenges. The book mainly addresses the challenges pertaining to the development of intelligent network systems via computational intelligence. It provides insights into how intelligence has been pursued and can further be pursued in the development of sensor-enabled applications"--

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