走向一个概念模型,以改善可持续和安全的智能交通系统的用户体验
1Department of Computer Engineering, College of Computer and Information Sciences, Majmaah University, Majmaah, Saudi Arabia; Department of Information Engineering, Florence University, Florence, Italy.
Acta psychologica
|March 13, 2025
概括
一个新的基于车辆云的智能运输系统 (VCITS) 模型增强了交通管理. 该系统改善了智能运输系统 (ITS) 应用程序的资源分配和服务可用性.
科学领域:
- 智能运输系统 (ITS) 是一种智能运输系统.
- 车载云计算 车载云计算
- 网络协议 网络协议
背景情况:
- 汽车技术的进步推动了ITS创新,如ADAS和V2X.
- ITS应用程序提高了运输中的安全性,效率和可持续性.
- 云计算和车辆网络是优化交通流量和应急响应的关键.
研究的目的:
- 提出基于车辆云的智能运输系统 (VCITS) 模型.
- 集成V2V和V2I通信,使用RSU和云小组实现实时云资源访问.
- 开发一种新的协议和算法,以便在车辆网络中有效地分配资源.
主要方法:
- 开发了一个VCITS模型,集成V2V和V2I通信.
- 实施了一种新的搜索和管理协议,采用定制的算法.
- 在各种交通密度和资源请求场景下进行模拟实验.
主要成果:
- 在高需求的情况下,VCITS模型实现了超过85%的服务可用性率.
- 该系统展示了可扩展性和稳定性,服务损失最小.
- 在模拟实验中观察到控制信息的高效处理.
结论:
- 拟议的VCITS模型有效地推进了智能交通管理.
- 该系统解决了智能运输中的计算效率和安全挑战.
- 未来的工作包括整合网络安全和利用5G/6G技术.
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