Computational Intelligence in Wireless Sensor Networks Recent Advances and Future Challenges
tarafından
 
Abraham, Ajith. editor.

Başlık
Computational Intelligence in Wireless Sensor Networks Recent Advances and Future Challenges

Yazar
Abraham, Ajith. editor.

ISBN
9783319477152

Edisyon
1st ed. 2017.

Fiziksel Niteleme
XV, 210 p. 91 illus. online resource.

Seri
Studies in Computational Intelligence, 676

İçindekiler
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.

Özet
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.

Konu Başlığı
Engineering.
 
Artificial intelligence.
 
Telecommunication.
 
Computational Intelligence. http://scigraph.springernature.com/things/product-market-codes/T11014
 
Artificial Intelligence. http://scigraph.springernature.com/things/product-market-codes/I21000
 
Communications Engineering, Networks. http://scigraph.springernature.com/things/product-market-codes/T24035

Yazar Ek Girişi
Abraham, Ajith.
 
Falcon, Rafael.
 
Koeppen, Mario.

Ek Kurum Yazar
SpringerLink (Online service)

Elektronik Erişim
https://doi.org/10.1007/978-3-319-47715-2


Materyal TürüBarkodYer NumarasıDurumu/İade Tarihi
Electronic Book225698-1001Q342Springer E-Book Collection