Over-the-Air Consensus for Distributed Vehicle Platooning Control

被引:1
作者
Lee, Jihoon [1 ]
Jang, Yonghoon [1 ]
Kim, Hansol [2 ]
Kim, Seong-Lyun [1 ]
Ko, Seung-Woo [3 ]
机构
[1] Yonsei Univ, Sch EEE, Seoul, South Korea
[2] Dankook Univ, Sch EEE, Yongin, South Korea
[3] Inha Univ, Dept Smart Mobil Engn, Incheon, South Korea
来源
ICC 2023-IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS | 2023年
基金
新加坡国家研究基金会;
关键词
Platooning; Distributed consensus; V2V; Over-the-air Consensus; Joint communication-and-control design;
D O I
10.1109/ICC45041.2023.10279484
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
A distributed control of vehicle platooning is referred to as distributed consensus (DC) since many autonomous vehicles (AVs) reach a consensus to move as one body with the same velocity and inter-distance. For DC control to be stable, other AVs' real-time position information should be inputted to each AV's controller via vehicle-to-vehicle (V2V) communications. On the other hand, too many V2V links should be simultaneously established and frequently retrained, causing frequent packet loss and longer communication latency. We propose a novel DC algorithm called over-the-air consensus (AirCons), a joint communication-and-control design with two key features to overcome the above limitations. First, exploiting a wireless signal's superposition and broadcasting properties renders all AVs' signals to converge to a specific value proportional to participating AVs' average position without individual V2V channel information. Second, the estimated average position is used to control each AV's dynamics instead of each AV's individual position. Through analytic and numerical studies, the effectiveness of the proposed AirCons designed on the state-of-the-art New Radio architecture is verified by showing a 14.22% control gain compared to the benchmark without the average position.
引用
收藏
页码:5965 / 5971
页数:7
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