导航城市拥堵:基于高效智能物联网无线通信的综合战略,用于光伏驱动的智能交通管理系统
Rana Ahmed1, Radwa Ahmed Osman2, Motaz Amer2
1College of Engineering, Electrical and Control, Arab Academy for Science, Technology and Maritime Transport, Alexandria, Egypt.
PloS one
|October 25, 2024
概括
埃及 埃及 埃及
科学领域:
- 智能运输系统 智能运输系统
- 城市规划 城市规划
- 计算机工程 计算机工程
背景情况:
- 埃及经历了严重的城市交通拥堵,导致严重的延误,燃料消耗增加和安全风险.
- 现有的交通管理系统往往缺乏有效解决这些复杂问题所需的集成和先进技术.
- 现代化交通基础设施对于改善埃及的城市流动性和宜居性至关重要.
研究的目的:
- 为埃及提出和评估一个多式联运智能交通系统.
- 利用物联网 (IoT) 和5G技术来加强交通管理.
- 为了减少旅行时间,燃料消耗,并提高埃及城市的道路安全.
主要方法:
- 实现一个集检测摄像头,Raspberry Pi 3,Android应用程序和云连接的系统.
- 使用深度学习方法和优化算法来管理流量.
- 用光伏模块和电池为交通管制系统提供动力,以应对电网中断.
- 在物联网和5G框架内分析潜在的通信干扰.
主要成果:
- 拟议的系统旨在显著提高埃及的城市流动性和交通效率.
- 预期的结果包括减少燃料消耗和提高道路安全.
- 该系统旨在确保服务连续性,即使在停电期间.
- 该研究解决了物联网通信的挑战,包括设备对设备的干扰.
结论:
- 综合物联网和5G框架为埃及的交通拥堵问题提供了可行的解决方案.
- 现代化埃及的交通管理系统与全球智能交通网络标准保持一致.
- 这种方法有望提高埃及城市中心的宜居性和效率.
- 该研究为在发展中城市环境中实施先进交通解决方案提供了路线图.
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