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A method of vehicle networking environment information sharing based on distributed fountain code.

Authors :
Jianhang Liu
Xinyao Wang
Haibin Zhai
Shibao Li
Xuerong Cui
Qian Zhang
Source :
International Journal of Intelligent Networks; 2024, Vol. 5, p19-29, 11p
Publication Year :
2024

Abstract

The exchange of perceptual information between autonomous vehicles could significantly improve driving safety. In general, obtaining more information means driving more safely. However, Frequent information sharing consumes a significant amount of channel bandwidth resources, which will reduce transmission effi- ciency and increase delay, especially in crowded cities. This paper presents a novel method of motion prediction compensation to solve this problem. Firstly, we propose a distributed fountain coding scheme to improve transmission efficiency and reduce vehicles' delay in acquiring peripheral information. Secondly, we design a mobile prediction model and information transmission control algorithm to reduce traffic while ensuring information reliability. The simulation results show that the prediction accuracy of this method is above 94 %, the information transmission is reduced by more than 50 %, and the vehicle perception rate is increased by 34 %. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
26666030
Volume :
5
Database :
Complementary Index
Journal :
International Journal of Intelligent Networks
Publication Type :
Academic Journal
Accession number :
182135735
Full Text :
https://doi.org/10.1016/j.ijin.2024.01.001