事故意识交通管理的进步:基于V2X的路线优化的全面审查
Hossam M Zohir1,2, Islam M Ismael3,4, Eman M El-Gendy5
1Mechatronics Engineering Department, Faculty of Engineering, Mansoura University, Mansoura, Egypt. hossamzohir@std.mans.edu.eg.
Scientific reports
|October 8, 2025
概括
车辆到一切 (V2X) 通信通过整合实时数据来主动重定向,使交通事故意识管理成为可能. 这通过优化交通流量和应急响应来增强城市移动性和道路安全.
科学领域:
- 智能运输系统 (ITS) 是一种智能运输系统.
- 网络通信 网络通信
- 城市流动性 城市流动性
背景情况:
- 城市人口和车辆数量的增长加剧了交通拥堵和事故.
- 传统的交通管理系统是反应性的,并与不可预测的道路状况作斗争.
- 车辆与一切 (V2X) 通信为车辆,基础设施和行人之间的无互动提供了实时,数据驱动的解决方案.
研究的目的:
- 审查V2X启用事故意识的交通管理和路线优化方面的最新技术.
- 综合事故检测方法,路由策略和优化算法.
- 确定研究缺口,并提出V2X集成到智能运输系统的未来方向.
主要方法:
- 对V2X通信和智能运输系统的现有文献进行审查和综合.
- 专注于事故意识的交通管理和路线优化应用程序.
- 计算算法的分析,包括启发式方法,机器学习和人工智能驱动的优化.
主要成果:
- 基于实时事故和拥堵数据的V2X技术可以实现动态重定向.
- 先进的算法改善了路由决策,将交通管理从反应性转变为主动性.
- 成功的V2X集成可以显著减少交通瓶,提高应急响应效率.
结论:
- 启用V2X的事故意识交通管理为城市移动提供了一种变革性的方法.
- 解决网络可靠性,数据隐私和标准化等挑战对于大规模部署至关重要.
- 本次审查为开发更安全,更适应和更智能的运输系统提供了有针对性的见解.
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