학술논문

Consensus-Based Fault-Tolerant Platooning for Connected and Autonomous Vehicles
Document Type
Conference
Source
2023 IEEE Intelligent Vehicles Symposium (IV) Intelligent Vehicles Symposium (IV), 2023 IEEE. :1-8 Jun, 2023
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Fault tolerance
Connected vehicles
Fault detection
Merging
Fault tolerant systems
Steady-state
Behavioral sciences
Autonomous vehicles
connected vehicles
consensus
fault-tolerance
platooning
Language
ISSN
2642-7214
Abstract
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.