基于量子遗传算法的无线传感器网络QoS路由协议

Weizhong Luo
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引用次数: 14

摘要

在无线传感器网络中,现有的大量路由协议以能效为主要目标,并假设数据流量具有不受约束的传输要求。然而,图像和视频传感器的引入要求路由协议和底层网络提供一定的服务质量(QoS)。寻找满足QoS需求的不同度量的路由路径是一个np完全问题。本文提出了一种基于量子遗传算法的无线传感器网络能量感知QoS路由协议(QG-QoS),该协议可以在最佳努力流量下高效运行。据我们所知,QG-QoS是无线传感器网络中第一个基于量子遗传算法的QoS路由协议。仿真结果表明,对于不同的度量,我们的方法都优于以前的协议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A quantum genetic algorithm based QoS routing protocol for wireless sensor networks
In wireless sensor networks, a large amount of existing routing protocols consider energy efficiency as the main objective and assume data traffic with unconstrained delivery requirements. However, the introduction of image and video sensors demands certain quality of service (QoS) from the routing protocols and underlying networks. Finding routing paths that satisfy different metrics of the QoS requirement is a NP-complete problem. In this paper, a quantum genetic algorithm based energy-aware QoS routing protocol (QG-QoS) is proposed for wireless sensor networks, which can run efficiently with best-effort traffic. To the best of our knowledge, QG-QoS is the first quantum genetic algorithm based QoS routing protocol in wireless sensor networks. Simulation results show that our approach is better than previous protocols for different metrics.
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