Cooperative Intersection Crossing Over 5G

被引:32
作者
Castiglione, Luca Maria [1 ,2 ]
Falcone, Paolo [3 ]
Petrillo, Alberto [4 ]
Romano, Simon Pietro [4 ]
Santini, Stefania [4 ]
机构
[1] Univ Napoli Federico II, DIETI, Naples, Italy
[2] Imperial Coll London, Dept Comp, London SW7 2AZ, England
[3] Chalmers Univ Technol, Dept Elect Engn, S-41296 Gothenburg, Sweden
[4] Univ Napoli Federico II, Dept Elect Engn & Informat Technol DIETI, I-80125 Naples, Italy
关键词
5G mobile communication; Reliability; Autonomous vehicles; Real-time systems; Safety; Junctions; Wireless fidelity; distributed control and coordination; network-based communication; 5G networks; performance measurements; STABILITY; TRACKING;
D O I
10.1109/TNET.2020.3032652
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Autonomous driving is a safety critical application of sensing and decision-making technologies. Communication technologies extend the awareness capabilities of vehicles, beyond what is achievable with the on-board systems only. Nonetheless, issues typically related to wireless networking must be taken into account when designing safe and reliable autonomous systems. The aim of this work is to present a control algorithm and a communication paradigm over 5G networks for negotiating traffic junctions in urban areas. The proposed control framework has been shown to converge in a finite time and the supporting communication software has been designed with the objective of minimizing communication delays. At the same time, the underlying network guarantees reliability of the communication. The proposed framework has been successfully deployed and tested, in partnership with Ericsson AB, at the AstaZero proving ground in Goteborg, Sweden. In our experiments, three heterogeneous autonomous vehicles successfully drove through a 4-way intersection of 235 square meters in an urban scenario.
引用
收藏
页码:303 / 317
页数:15
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