图 书 馆
基于群采的交通堵塞检测Traffic Jams detection using flock mining |
|
| 课程网址: | http://videolectures.net/ecmlpkdd2011_trasarti_detection/ |
| 主讲教师: | Roberto Trasarti |
| 开课单位: | 国家研究委员会 |
| 开课时间: | 2011-10-03 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | The widespread use of GPS devices on cars enables the collection of time-dependent positions of vehicles and, hence, of their movements on the road network. It is possible to analyze such huge collection of data to look for critical situation on the traffic flow. The offline analysis of traffic congestions represents a challenging task for urban mobility managers. This kind of analysis can be used by the traffic planner to predict future areas of traffic congestions, or to improve the accessibility to specific attraction points in a city.Many traffic systems adopt ad-hoc sensors like cameras, induction loops, magnetic sensors to monitor the status of the traffic flows: these systems are very expensive for installation and maintenance, and they are restricted to the local monitoring of the road arcs where they are installed. On the contrary, the use of GPS data to check the traffic conditions requires low installation costs (a part for the installation on the vehicle) and it enables to virtually monitoring the entire road network. |
| 关 键 词: | 相关位置; 离线分析; 交通规划者 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-04-07：cwx |
| 阅读次数: | 69 |