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

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

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International Edition


About the Book

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.

Table of Contents:
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.


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Product Details
  • ISBN-13: 9783319477138
  • Publisher: Springer International Publishing AG
  • Binding: Hardback
  • Language: English
  • Returnable: Y
  • Sub Title: Recent Advances and Future Challenges
  • ISBN-10: 3319477137
  • Publisher Date: 18 Jan 2017
  • Height: 235 mm
  • No of Pages: 210
  • Returnable: Y
  • Width: 155 mm


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