Tiguan: Energy-Aware Collision-Free Control for Large-Scale Connected Vehicles | |
Shen, Minghua ; Luo, Guojie | |
2017 | |
英文摘要 | Traditional transportation systems in metropolitan areas always suffer from energy inefficiencies, evidenced by its uncoordinated behaviors such as system capacity and traffic demand change. With the advanced networked sensors are prevalent deployed into the autonomous vehicles, the information of system status and traffic demand can be collected in real-time. These information provides the potential to perform different types of coordination and control for autonomous vehicles in large-scale intelligent transportation systems. In this paper, we design a coordination-based energy-aware control method for large-scale connected vehicles, named Tiguan. Tiguan enables an iterative scheme to compute a practicable solution, which all vehicles are controlled on different trajectory paths of ground traffic network while achieving the close to the optimal performance. Safety is guaranteed by enabling vehicle to autonomously coordinate with other vehicles for a road traffic resource, and thus determine which vehicle needs the resource most. Experimental results show that Tiguan can effectively generate a feasible control solution with collision avoidance, and minimizing the energy consumption.; National Natural Science Foundation of China (NSFC) [61520106004]; CPCI-S(ISTP) |
语种 | 英语 |
出处 | 22nd IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED) |
内容类型 | 其他 |
源URL | [http://ir.pku.edu.cn/handle/20.500.11897/469829] |
专题 | 信息科学技术学院 |
推荐引用方式 GB/T 7714 | Shen, Minghua,Luo, Guojie. Tiguan: Energy-Aware Collision-Free Control for Large-Scale Connected Vehicles. 2017-01-01. |
个性服务 |
查看访问统计 |
相关权益政策 |
暂无数据 |
收藏/分享 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论