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A method of vehicle networking environment information sharing based on distributed fountain code.
- 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]
- Subjects :
- AUTONOMOUS vehicles
AUTOMOBILE driving
BANDWIDTHS
ALGORITHMS
TRAFFIC flow
Subjects
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