Autor: Ajith Abraham
ISBN-13: 9783319477138
Einband: Buch
Seiten: 210
Gewicht: 491 g
Format: 242x164x20 mm
Sprache: Englisch

Computational Intelligence in Wireless Sensor Networks

SCI 676, Studies in Computational Intelligence
Recent Advances and Future Challenges
 Buch
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Presents recent advances and future challenges of computational intelligence (CI) in wireless sensor networks
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.
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 th e 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.

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Autor: Ajith Abraham
ISBN-13 :: 9783319477138
ISBN: 3319477137
Erscheinungsjahr: 18.01.2017
Verlag: Springer-Verlag GmbH
Gewicht: 491g
Seiten: 210
Sprache: Englisch
Sonstiges: Buch, 242x164x20 mm, Bibliographie