EER-AL:一种基于自动学习方法的节能路由协议

Farzad Kiani
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引用次数: 0

摘要

无线传感器网络中的能量问题是这些网络面临的最重要挑战之一。这个问题今天也在新的物联网主题中被考虑。本文研究了学习自动机模型解决传感器网络问题的能力。因为它们具有低计算负载、在分布式环境中使用的能力和不准确的信息等功能,需要最少的环境反馈等。能量优化的解决方案之一是提供路由协议。在路由领域,提出了一种基于学习自动机的路由协议,其中考虑了网络寿命准则。仿真结果以及与其他协议的比较表明,该协议在能量会话和网络寿命方面具有更好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
EER-AL: AN ENERGY EFFICIENT ROUTING PROTOCOL BASED ON AUTOMATED LEARNING METHOD
The issue of energy in a wireless sensor network is one of the most important challenges for these networks. This issue is also being considered today in the new IoT topic. This paper studies the ability of the learning automata model to solve the problem in the sensor networks. Because they have capabilities such as low computational load, ability to use in distributed environments, and inaccurate information, require the least feedback from the environment, etc. One of the solutions to energy optimization is to provide routing protocols. In the routing area, a routing protocol based on learning automata has been proposed in which the network lifetime criterion is considered. The simulation results and the comparison of the proposed protocol with other protocols indicate that this protocol has better performance in the energy conversation and network lifetime.
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