IOT-EDGE方法在道路质量分析中的应用

Q3 Economics, Econometrics and Finance

Applied Computer Science Pub Date : 2023-03-31 DOI:10.35784/acs-2023-02

M. Badurowicz, Sebastian Łagowski

{"title":"IOT-EDGE方法在道路质量分析中的应用","authors":"M. Badurowicz, Sebastian Łagowski","doi":"10.35784/acs-2023-02","DOIUrl":null,"url":null,"abstract":"In the paper, the authors are presenting the analysis of implementation of IoT system of road quality analysis. The proposed system has been prepared with edge, on-device processing in mind, allowing for reduction of amount of data being sent to cloud computing aggregation subsystem, sending only 2.5% of the original data. Several algorithms for road quality analysis has been implemented on a real device and tested in a real-world conditions. The system has been compared to the state-of-the-art offline processing approach and shown very similar results.","PeriodicalId":36379,"journal":{"name":"Applied Computer Science","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"USAGE OF IOT EDGE APPROACH FOR ROAD QUALITY ANALYSIS\",\"authors\":\"M. Badurowicz, Sebastian Łagowski\",\"doi\":\"10.35784/acs-2023-02\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In the paper, the authors are presenting the analysis of implementation of IoT system of road quality analysis. The proposed system has been prepared with edge, on-device processing in mind, allowing for reduction of amount of data being sent to cloud computing aggregation subsystem, sending only 2.5% of the original data. Several algorithms for road quality analysis has been implemented on a real device and tested in a real-world conditions. The system has been compared to the state-of-the-art offline processing approach and shown very similar results.\",\"PeriodicalId\":36379,\"journal\":{\"name\":\"Applied Computer Science\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-03-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Applied Computer Science\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.35784/acs-2023-02\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Economics, Econometrics and Finance\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Computer Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.35784/acs-2023-02","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Economics, Econometrics and Finance","Score":null,"Total":0}

引用次数: 0

摘要

本文对物联网道路质量分析系统的实现进行了分析。所提出的系统在准备时考虑到了边缘、设备上的处理，从而减少了发送到云计算聚合子系统的数据量，只发送了原始数据的2.5%。道路质量分析的几种算法已经在实际设备上实现，并在真实世界的条件下进行了测试。该系统已与最先进的离线处理方法进行了比较，并显示出非常相似的结果。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

USAGE OF IOT EDGE APPROACH FOR ROAD QUALITY ANALYSIS

In the paper, the authors are presenting the analysis of implementation of IoT system of road quality analysis. The proposed system has been prepared with edge, on-device processing in mind, allowing for reduction of amount of data being sent to cloud computing aggregation subsystem, sending only 2.5% of the original data. Several algorithms for road quality analysis has been implemented on a real device and tested in a real-world conditions. The system has been compared to the state-of-the-art offline processing approach and shown very similar results.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

Applied Computer Science Engineering-Industrial and Manufacturing Engineering

CiteScore

1.50

自引率

0.00%

发文量

审稿时长

8 weeks