Optimization of the iot network protocol choozing for monitoring audio information

U. A. Vishnyakou, Bahaa Shaya
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Abstract

The subject of research is the choice of a protocol in the Internet of Things (IoT) network for monitoring and analyzing audio information. The purpose of the article is to optimize the process of choosing a protocol for monitoring audio information based on IoT and evaluate the results. The authors have developed an IoT framework for monitoring and analyzing audio and voice information. The IoT network includes a sound sensor (microphone), a unit for analyzing the information received from it and a decision-making module. The description of protocols in the IoT network for assessing the sound level is given: the Wireless USB standard, the narrowband standard of the NB-IoT. The hierarchy analysis method was used to select the best protocol. The methodology and its main formulas for calculating the best option are given. A table of the four selected protocols for the IB network is given. As characteristics of the protocols, the following are considered: downlink speed, latency, device bandwidth, device transmission power. A matrix of paired comparisons of protocol parameter indicators based on expert assessments has been formed. Four matrices of paired comparisons of transmission standards variants in relation to the indicator of speed, delay, bandwidth of devices, transmission power of devices are constructed. Calculations of local vectors and priority vectors of quality indicators were performed for these four matrices. Then the matrix of vectors of global priorities is calculated by calculating the sum of the products of local vectors of matrices of paired comparisons of transmission standards variants on the corresponding priority vectors of quality indicators of the matrix of paired comparisons of protocol parameters. From the results obtained, the best protocol option for the network and sound monitoring was determined by the maximum value.
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音频信息监控的物联网网络协议选择优化
本文的研究课题是在物联网(IoT)网络中选择一种协议来监控和分析音频信息。本文的目的是优化选择基于物联网的音频信息监控协议的过程,并评估结果。作者开发了一个物联网框架,用于监测和分析音频和语音信息。物联网网络包括一个声音传感器(麦克风)、一个分析从它接收到的信息的单元和一个决策模块。给出了物联网网络中用于声级评估的协议描述:无线USB标准,NB-IoT的窄带标准。采用层次分析法选择最佳协议。给出了计算最优方案的方法和主要公式。给出了IB网络所选择的四种协议的表。协议的特性主要考虑以下几个方面:下行速率、时延、设备带宽、设备传输功率。形成了基于专家评价的协议参数指标配对比较矩阵。构造了4个传输标准变量相对于速率、时延、设备带宽、设备传输功率指标的配对比较矩阵。对这四个矩阵进行了质量指标的局部向量和优先级向量的计算。然后,通过计算传输标准变体配对比较矩阵的局部向量与协议参数配对比较矩阵的质量指标的相应优先级向量的乘积和,计算全局优先级向量矩阵。根据得到的结果,以最大值确定网络和声音监测的最佳协议选项。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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审稿时长
8 weeks
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