面向建筑沉降监测的图像处理与边缘计算  

Image Processing and Edge Computing for Building Settlement Monitoring

作　　者：刘志伟[1] 张雪灵 梁鉴如[1] 杨明来 LIU Zhiwei;ZHANG Xueling;LIANG Jianru;YANG Minglai(School of Electronic and Electrical Engineering,Shanghai University of Engineering Science,Shanghai 201620;School of Rail Transit,Shanghai University of Applied Sciences,Shanghai 201418)

机构地区：[1]上海工程技术大学电子电气工程学院,上海201620 [2]上海应用技术大学轨道交通学院,上海201418

出　　处：《软件》2023年第7期95-98,共4页Software

摘　　要：针对现在建筑沉降监测系统数据噪声大、实时性差以及智能化水平低的问题,本文提出一种基于边缘计算和图像处理的建筑沉降监测系统。该系统把激光光斑图像、倾斜角度和GPS数据的处理任务放置在边缘节点处完成,通过4G网络将处理完成的数据发送到服务器,减少了数据传输时间,提高了实时性。实验结果表明,整个系统可实时高效智能化地监测和预警建筑沉降信息。Aiming at the problems of large data noise,poor real-time performance and low intelligence level of building settlement monitoring system,this paper proposes a building settlement monitoring system based on edge computing and image processing.The system places the processing tasks of laser spot image,tilt angle and GPS data at the edge node to complete,and sends the processed data to the server through the 4G network.Reduced data transfer time and improved real-time performance.The experimental results show that the whole system can monitor and warn building settlement information in real time,efficiently and intelligently.

关 键 词：边缘计算 建筑沉降 图像处理 

分 类 号：TP277[自动化与计算机技术—检测技术与自动化装置]