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网络动态自适应无线电协议(DARP)主要配置参数的统计分析

Statistical Analysis of the Main Configuration Parameters of the Network Dynamic and Adaptive Radio Protocol (DARP).

作者信息

Estevez Francisco José, González Jesús, Glösekötter Peter, Valenzuela Olga, Rojas Ignacio

机构信息

Department of Electrical Engineering and Computer Science, University of Applied Sciences of Münster, Stegerweldstr. 39, 48565 Steinfurt, Germany.

Department of Computer Architecture and Technology, University of Granada, Periodista Daniel Saucedo Aranda S/N, 18071 Granada, Spain.

出版信息

Sensors (Basel). 2017 Jun 26;17(7):1502. doi: 10.3390/s17071502.

Abstract

The present work analyses the wireless sensor network protocol (DARP) and the impact of different configuration parameter sets on its performance. Different scenarios have been considered, in order to gain a better understanding of the influence of the configuration on network protocols. The developed statistical analysis is based on the method known as Analysis of Variance (ANOVA), which focuses on the effect of the configuration on the performance of DARP. Three main dependent variables were considered: number of control messages sent during the set-up time, energy consumption and convergence time. A total of 20,413 simulations were carried out to ensure greater robustness in the statistical conclusions. The main goal of this work is to discover the most critical configuration parameters for the protocol, with a view to potential applications in Smart City type scenarios.

摘要

本工作分析了无线传感器网络协议(DARP)以及不同配置参数集对其性能的影响。考虑了不同的场景,以便更好地理解配置对网络协议的影响。所开展的统计分析基于方差分析(ANOVA)方法,该方法关注配置对DARP性能的影响。考虑了三个主要因变量:建立时间内发送的控制消息数量、能耗和收敛时间。总共进行了20413次模拟,以确保统计结论具有更高的稳健性。这项工作的主要目标是发现该协议最关键的配置参数,以期在智慧城市类型场景中得到潜在应用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1c29/5539715/2face79eb19e/sensors-17-01502-g001.jpg

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