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Title
Computational intelligence in wireless sensor networks : recent advances and future challenges / edited by Ajith Abraham, Rafael Falcon, Mario Koeppen.
ISBN
9783319477152 (electronic book)
3319477153 (electronic book)
9783319477138
Published
Cham, Switzerland : Springer, 2017.
Language
English
Description
1 online resource (xv, 210 pages) : illustrations.
Other Standard Identifiers
10.1007/978-3-319-47715-2 doi
Call Number
Q342
Dewey Decimal Classification
006.3
Summary
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.
Bibliography, etc. Note
Includes bibliographical references.
Access Note
Access limited to authorized users.
Digital File Characteristics
text file PDF
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed January 24, 2017).
Series
Studies in computational intelligence ; v. 676.
Available in Other Form
Print version: 9783319477138
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.
