A New Redundant Intelligent Architecture to Improve the Operational Safety of Autonomous Vehicles

被引：0
|
作者：
Boujezza, Hajer [1 ]
Boubakri, Anis [1 ]
机构：
[1] Private Higher Inst Digitalizat Technol ISPTed, Tabarka, Tunisia
来源：
ADVANCED INFORMATION NETWORKING AND APPLICATIONS, VOL 1, AINA 2024 | 2024年 / 199卷
关键词：
V2V connectivity; Platoon; Autonomous vehicles; neuro-fuzzy controller; Redundant;
D O I：
10.1007/978-3-031-57840-3_13
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
Considering that connected autonomous vehicles are the future of transportation, it is essential to investigate their dependability and accessibility in order to enhance their market acceptance and make them commercially viable. One of the primary challenges faced by autonomous connected vehicles is the frequent occurrence of dropped packages, which significantly undermines their reliability. To ensure a high level of reliability in autonomous vehicles equipped with a level 5 autonomous driving system, we propose a novel architecture that incorporates redundancy. This architecture aims to bolster reliability while mitigating the risk of failures. Additionally, we introduce a neuro-fuzzy communication controller that enables the reduction of dropped message rates by seamlessly switching between the various connectivity modules present within the vehicle.
引用
收藏
页码：140 / 152
页数：13
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