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基于安卓手机的路况感知系统设计与实现

On the Design and Implementation of Road Condition Perception System Based on Android Mobile Phone
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摘要 近年来,随着我国在基础设施建设方面的投资日益增加,新建公路里程持续增长。如何提高路政部门的工作效率并降低路况检测设备成本,成为公路养护部门的一个重要课题。针对这一问题,设计了一个包括安装在智能终端上的路况数据采集应用程序(RCD-APP)和路况后台管理系统的路况感知系统。利用RCD-APP进行实地数据采集并进行应用试验,以验证该方法的可行性与系统的可靠性。经测试,路况感知算法有较高的准确率,路况感知系统运行稳定;路况数据采集、查看路况和道路维修管理等功能操作简单,能广泛应用到路况维护管理业务中。 In recent years,China's investment in infrastructure construction has increased,and the mileage of new roads has continued to grow.How to improve the work efficiency of the road administration department and reduce the cost of road condi⁃tions detection equipment has become an important issue for the road maintenance department.This article designs and imple⁃ments a road condition awareness system,which includes a Road Collection Data APP(RCD APP)installed on intelligent termi⁃nals and a road condition management backend management system.This article uses RCD-APP to collect on-site data and con⁃duct application experiments to verify the feasibility of this method and the reliability of the system.After testing,the road condi⁃tion perception algorithm has a high accuracy,and the road condition perception system runs stably.The functions of road condi⁃tion data collection,viewing road conditions,and road maintenance management are simple to operate,and can be widely applied in road condition maintenance and management business.
作者 杨黎娜 孙新杰 李惠 许然 Yang Lina;Sun Xinjie;Li Hui;Xu Ran(School of Computer Science,Liupanshui Normal University,Liupanshui 553001,China)
出处 《六盘水师范学院学报》 2023年第5期88-95,共8页 Journal of Liupanshui Normal University
基金 六盘水师范学院校级项目“大数据下基于碎片化学习的高校个人知识管理平台的设计与实现”(LPSSY201905)。
关键词 安卓系统 路况识别 轻量级梯度提升机器学习 软件设计 Android system road condition recognition lightgbm software design
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