一种可扩展的统一定位性能评估模型及无距离定位算法的性能分析

Hongyu Sun, Zhiyi Fang, Zhiqiang Chen, Jin He
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引用次数: 1

摘要

本文研究并解决了无线传感器网络(WSN)研究中的两个问题。首先,提出了一种可伸缩的统一定位性能评估模型(SULP评估模型)。该模型分为模块和数据结构两部分,用户可以根据需要进行定制和扩展。使用该模型可以节省更多的时间,因为研究人员更关注算法本身,而不是评估环境和参数。其次,研究了通信半径和锚节点比例对定位算法的影响。在可扩展模型下对四种经典算法进行了评价。实验结果表明,当通信半径和锚节点比在合理范围内变化时,定位错误率、定位覆盖率和能量消耗等性能有不同的变化趋势。最后,我们总结了这些趋势的规律,为工业应用和其他研究者提供指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Scalable Uniform Localization Performance Evaluated Model and Performance Analysis of Range-free Algorithms in WSN ?
In this paper, we investigated and solved two issues in the research of Wireless Sensor Network (WSN). Firstly, we proposed a Scalable Uniform Localization Performance evaluated model (SULP evaluated model). There are two parts of this model, modules and data structures, both of them can be customized and extended by users as they need. By using this model researchers can save more time because they pay more attention to the algorithm itself but not to the evaluate environment and parameters. Secondly, we investigated the impacts of communications radius and anchor node ratio on localization algorithms. Four classical algorithms have been evaluated under the scalable model. Experimental results show that the performance including localization error rate, localization cover rate and energy consumption have difierent trends when communication radius and anchor node ratio changing in a reasonable range. Finally we concluded the regulars of the trends to provide instructions to industrial applications and other researchers.
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