基于智能道路的光纤通信的超视界感知距离划分的研究
Xin An1, Baigen Cai1, Linguo Chai1
1School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing 100044, China.
Sensors (Basel, Switzerland)
|January 11, 2024
概括
本研究介绍了智能高速公路的云端架构和数据协议,增强了使用StreamYOLO和光纤网络的实时车辆跟踪,以改善感知.
科学领域:
- 智能运输系统 智能运输系统
- 网络基础设施 网络基础设施
- 边缘计算 边缘计算
背景情况:
- 智能网络项目部署了先进的路边数字基础设施,以实时传感道路状况.
- 数据传输依赖于高速光纤网络,将路边设备连接到边缘计算和云平台.
研究的目的:
- 提出一个云端终端架构系统与云端合作.
- 为云控制基本平台开发数据交换协议.
- 为了验证光纤网络在智能道路的超视界感知中的有效性.
主要方法:
- 在智能高速公路上部署智能路边设备.
- 实现云端终端架构和数据交换协议.
- 利用光纤网络通信算法和ModelScope大型模型进行实时视频数据推断.
- 使用StreamYOLO模型与流媒体感知用于目标车辆的检测和跟踪.
主要成果:
- 通过在智能高速公路上部署,验证了拟议的架构和协议.
- 该StreamYOLO模型在实时视频数据中成功检测并连续跟踪车辆.
- 实验验证证了光纤网络在智能道路感知中的高应用价值.
结论:
- 开发的云端系统和数据协议对智能公路有效.
- 光纤网络在智能高速公路基础设施中实现先进的感知能力方面发挥着至关重要的作用.
- 在智能交通系统中,StreamYOLO模型在实时车辆跟踪方面表现出强的性能.
相关概念视频
Design Example: Alignment of a Road Line Using GIS
49
The alignment of a road line using Geographic Information Systems (GIS) is a critical process in civil engineering, combining advanced technology with practical decision-making. This methodology begins with the collection of geospatial data, including information on land cover, geomorphology, drainage patterns, slope, and contour details. Such data is typically acquired through satellite imagery and GIS tools, offering a comprehensive understanding of the terrain.Once the data is gathered, it...
49
Electronic Distance Measuring Instruments
37
Electronic Distance Measuring Instruments (EDMs) are essential tools in modern surveying, offering precise distance measurements by emitting electromagnetic signals and calculating the time required for these signals to travel to a target and return. Two primary types of signals are used in EDMs — light waves and microwaves — each suited to specific environmental and distance requirements. Light-wave-based EDMs utilize either infrared or laser light, providing high accuracy over short...
37
Sight Distance in a Vertical Curve
47
Sight distance on vertical curves is critical in roadway design. It ensures drivers can see far enough ahead to identify and respond to hazards effectively. This directly impacts safety, driver comfort, and the overall efficiency of the transportation network.Vertical curves are classified into crest and sag curves based on their geometry. For crest curves, sight distance is determined by the line of sight between a driver's eye and a small object on the road's surface. Design parameters for...
47
Vision
53.4K
Vision is the result of light being detected and transduced into neural signals by the retina of the eye. This information is then further analyzed and interpreted by the brain. First, light enters the front of the eye and is focused by the cornea and lens onto the retina—a thin sheet of neural tissue lining the back of the eye. Because of refraction through the convex lens of the eye, images are projected onto the retina upside-down and reversed.
53.4K


