A genetic algorithm-based solution for efficient in-network sensor data annotation in virtualized Wireless Sensor Networks

Imran Khan, Jagruti Sahoo, S. Han, R. Glitho, N. Crespi
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引用次数: 6

Abstract

Sharing a deployed Wireless Sensor Network Infrastructure (WSNI), (using virtualization), among multiple, concurrent applications can help realize the true potential of Internet-of-Things (IoT). Virtualized WSNs can be used by multiple applications and services concurrently including semantic applications to help end-users to understand the context of the events and make informed decisions. This paper proposes a heuristic-based genetic algorithm to select capable nodes to perform efficient in-network sensor data annotation in virtualized WSNs. We also present early simulations results.
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一种基于遗传算法的虚拟化无线传感器网络中传感器数据高效注释解决方案
在多个并发应用程序之间共享已部署的无线传感器网络基础设施(WSNI)(使用虚拟化)可以帮助实现物联网(IoT)的真正潜力。虚拟化的wsn可以被多个应用程序和服务同时使用,包括语义应用程序,以帮助最终用户理解事件的上下文并做出明智的决策。本文提出了一种基于启发式的遗传算法来选择有能力的节点在虚拟wsn中进行有效的网络内传感器数据标注。我们也给出了早期的模拟结果。
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