Computational intelligence in wireless sensor networks : recent advances and future challenges

This book emphasizes the increasingly important role that Computational Intelligence (CI) methods are playing in solving a myriad of entangled Wireless Sensor Networks (WSN) related problems. The book serves as a guide for surveying several state-of-the-art WSN scenarios in which CI approaches have...

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Bibliographic Details
Other Authors: Abraham, Ajith, 1968- (Editor), Falcon, Rafael, 1979- (Editor), Koeppen, Mario, (Editor)
Format: eBook
Language: English
Published: Cham, Switzerland : Springer, 2017.
Series: Studies in computational intelligence ; v. 676.
Subjects:
Computational intelligence.
Wireless sensor networks.
elektronické knihy
electronic books
ISBN: 9783319477152
9783319477138
Physical Description: 1 online resource (xv, 210 pages) : illustrations

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020 |a 9783319477152  |q (electronic bk.) 
020 |z 9783319477138  |q (print) 
024 7 |a 10.1007/978-3-319-47715-2  |2 doi 
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245 0 0 |a Computational intelligence in wireless sensor networks :  |b recent advances and future challenges /  |c edited by Ajith Abraham, Rafael Falcon, Mario Koeppen. 
264 1 |a Cham, Switzerland :  |b Springer,  |c 2017. 
300 |a 1 online resource (xv, 210 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a počítač  |b c  |2 rdamedia 
338 |a online zdroj  |b cr  |2 rdacarrier 
490 1 |a Studies in computational intelligence,  |x 1860-949X ;  |v volume 676 
504 |a Includes bibliographical references. 
505 0 |a Preface -- A Genetic Programming Approach to Cost-Sensitive Control in Resource Constrained Sensor Systems -- A Study on Performance of the Hill Climbing Heuristic Method for Router Placement in Mesh Networks -- An Automated Irrigation System Based on a Low- Cost Micro-controller for Tomato Production in South India -- Artificial-Neural-Network-based Real-Time Urban Road Traffic State Estimation Framework -- Attack Detection using Evolutionary Computation -- Computational Intelligence based Security in WSNs -- Technologies and Design Challenges -- Efficient Anomaly Detection System for Video Surveillance Application in WVSN with Particle Swarm Optimization -- Planning Robust Sensor Relocation Trajectories for a Mobile Robot with Evolutionary Multi-Objective Optimization. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty 
520 |a This book emphasizes the increasingly important role that Computational Intelligence (CI) methods are playing in solving a myriad of entangled Wireless Sensor Networks (WSN) related problems. The book serves as a guide for surveying several state-of-the-art WSN scenarios in which CI approaches have been employed. The reader finds in this book how CI has contributed to solve a wide range of challenging problems, ranging from balancing the cost and accuracy of heterogeneous sensor deployments to recovering from real-time sensor failures to detecting attacks launched by malicious sensor nodes and enacting CI-based security schemes. Network managers, industry experts, academicians and practitioners alike (mostly in computer engineering, computer science or applied mathematics) benefit from the spectrum of successful applications reported in this book. Senior undergraduate or graduate students may discover in this book some problems well suited for their own research endeavors. USP: Presents recent advances and future challenges of computational intelligence (CI) in wireless sensor networks Surveys the state of the art in CI applied to challenging real-world problems in the wireless sensor networks realm Is useful for researchers, network managers, industry experts, academicians, and practitioners who all benefit from the wide spectrum of successful application domains. 
590 |a SpringerLink  |b Springer Complete eBooks 
650 0 |a Computational intelligence. 
650 0 |a Wireless sensor networks. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a Abraham, Ajith,  |d 1968-  |e editor. 
700 1 |a Falcon, Rafael,  |d 1979-  |e editor. 
700 1 |a Koeppen, Mario,  |e editor. 
776 0 8 |i Printed edition:  |z 9783319477138 
830 0 |a Studies in computational intelligence ;  |v v. 676.  |x 1860-949X 
856 4 0 |u https://proxy.k.utb.cz/login?url=https://link.springer.com/10.1007/978-3-319-47715-2  |y Plný text 
992 |c NTK-SpringerENG 
999 |c 99743  |d 99743 
993 |x NEPOSILAT  |y EIZ 

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