基于GPS和GSM实时定位技术的智能车队管理系统

S.T.S. Thong, C. T. Han, T. Rahman
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引用次数: 77

摘要

车队管理系统是一个快速发展的行业。该系统有助各机构透过智能分配资源,有效率地管理车队。本课题提出了一种集全球定位系统(GPS)和全球移动通信系统(GSM)实时定位功能、前端智能和基于web的管理软件为一体的智能车队管理系统。与仅依赖GPS定位的系统相反,所提议的系统提供更高的定位精度并且能够在GPS信号弱或不可用的区域跟踪目标。该终端由前端智能技术(FEI)提供支持,这是一种综合的嵌入式技术,配备了必要的人工智能,可以模仿人类的智能来做出决策,从而更快地做出反应,提高准确性,减少对后端服务器的依赖。通过减少对后端的依赖,可以更有效地实施大规模车队管理系统。所提出的系统已在马来西亚科技大学(UTM)的公共汽车和轿车等20种车辆上成功实施和评估。测试结果表明,用户可以通过互联网或短信服务(SMS)实时监控和跟踪车辆的物理位置和状况。基于web的车队管理软件也帮助用户更有效地管理车队。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Intelligent Fleet Management System with Concurrent GPS & GSM Real-Time Positioning Technology
Fleet management system is a rapid growing industry. This system helps institutions to manage vehicle fleet efficiently and effectively through smart allocation of resources. In this project, an intelligent fleet management system which incorporates the power of concurrent Global Positioning System (GPS) and Global System for Mobile Communications (GSM) real-time positioning, front-end intelligent and web-based management software is proposed. In contrast to systems which depend solely on GPS positioning, the proposed system provides higher positioning accuracy and is capable to track the target at areas where GPS signals are weak or unavailable. The terminal is powered by Front-End Intelligent Technology (FEI), a comprehensive embedded technology that is equipped with necessary artificial intelligence to mimic human intelligence in decision-making for quicker response, better accuracy and less dependence on a backend server. With less dependency on the backend, large scale fleet management system can be implemented more effectively. The proposed system is successfully implemented and evaluated on twenty vehicles including buses and cars in Universiti Teknologi Malaysia (UTM). Results from the test-bed shown that user can monitor and track the real-time physical location and conditions of their vehicles via Internet or Short Message Service (SMS). The web-based fleet management software also helped the user to manage fleets more effectively.
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