The invention provides an intelligent traffic management system and method based on cloud computing, and relates to the technical field of traffic management. The intelligent traffic management system based on cloud computing comprises a multi-source data acquisition module, the multi-source data acquisition module is connected with a data fusion and preprocessing module, and the data fusion and preprocessing module is connected with a behavior prediction module. Real-time data acquisition and a behavior prediction model are utilized, signal lamp time and shunting strategies can be flexibly adjusted, traffic condition changes can be coped with in real time, management efficiency is improved, interaction among all traffic participants is optimized through group behavior analysis, balance and high efficiency of the whole traffic flow are ensured, and the traffic safety is improved. Through reinforcement learning and an adaptive algorithm, the method can continuously learn and optimize a strategy from feedback, dynamically adapts to different cities and traffic scenes, provides personalized suggestions and guidance for each traffic participant through multiple channels, and improves travel experience and safety.
本发明提供一种基于云计算的智能交通管理系统以及方法,涉及交通管理技术领域。该基于云计算的智能交通管理系统,包括多源数据采集,所述多源数据采集连接有数据融合与预处理模块,所述数据融合与预处理模块连接有行为预测模块。本发明利用实时数据采集和行为预测模型,能够灵活调整信号灯时间和分流策略,实时应对交通状况变化,提高管理效率,本发明通过群体行为分析,优化所有交通参与者之间的互动,确保整体交通流的平衡和高效,通过强化学习和自适应算法,本发明能够从反馈中不断学习和优化策略,动态适应不同城市和交通场景,本发明通过多渠道为每位交通参与者提供个性化的建议和引导,提升出行体验和安全性。
Intelligent traffic management system and method based on cloud computing
一种基于云计算的智能交通管理系统以及方法
2025-01-07
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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