AirComp-aided Safety-aware CAM Broadcast Rate Control in C-V2X Sidelink

被引:1
作者
Hsieh, Da-Yung [1 ]
Kuo, Jian-Jhih [2 ]
Chen, Wen-Tsuen [1 ]
Sheu, Jang-Ping [1 ]
机构
[1] Natl Tsing Hua Univ, Dept Comp Sci, Hsinchu, Taiwan
[2] Natl Chung Cheng Univ, Dept Comp Sci & Informat Engn, Chiayi, Taiwan
来源
2023 IEEE 97TH VEHICULAR TECHNOLOGY CONFERENCE, VTC2023-SPRING | 2023年
关键词
Vehicular networks; C-V2X sidelink; congestion avoidance; transmission rate control; over-the-air computation; ANALOG FUNCTION COMPUTATION; WIRELESS;
D O I
10.1109/VTC2023-Spring57618.2023.10199437
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Promising vehicle-to-everything (V2X) communication technologies can increase road safety by periodically broadcasting Cooperative Awareness Messages (sCAMs) that contain vehicles' status and attribute information, such as time, location, velocity, motion state, and vehicle type, to all nearby vehicles. However, out-of-date information and prediction deviations may cause potential risks and severe vehicle safety problems. In this paper, we propose an efficient safety-aware CAM broadcast rate control algorithm termed DESBRAC for vehicles to consider more safety metrics and determine the CAM broadcast rates cooperatively. Furthermore, we introduce Over-the-Air Computation (AirComp) to help vehicles aggregate information from their nearby vehicles instantly for metric estimation and cooperative CAM broadcast rate determination. Finally, the simulation results based on a simple and a realistic scenarios of vehicular networks show that our algorithm can achieve an improvement of about 31% in driving safety compared to the state-of-the-art algorithms.
引用
收藏
页数:7
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