Consensus-Based Fault-Tolerant Platooning for Connected and Autonomous Vehicles

被引:1
|
作者
Tseng, Tzu-Yen [1 ]
Huang, Ding-Jiun [1 ]
Lin, Jia-You [1 ]
Chang, Po-Jui [1 ]
Lin, Chung-Wei [1 ]
Liu, Changliu [2 ]
机构
[1] Natl Taiwan Univ, Taipei, Taiwan
[2] Carnegie Mellon Univ, Pittsburgh, PA USA
关键词
Autonomous vehicles; connected vehicles; consensus; fault-tolerance; platooning;
D O I
10.1109/IV55152.2023.10186667
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Platooning is a representative application of connected and autonomous vehicles. The information exchanged between connected functions and the precise control of autonomous functions provide great safety and traffic capacity. In this paper, we develop an advanced consensus-based approach for platooning. By applying consensus-based fault detection and adaptive gains to controllers, we can detect faulty position and speed information from vehicles and reinstate the normal behavior of the platooning. Experimental results demonstrate that the developed approach outperforms the state-of-the-art approaches and achieves small steady state errors and small settling times under scenarios with faults.
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收藏
页数:8
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