Comparison of Simple Strategies for Vehicular Platooning with Lossy Communication

Marco A. Gordon, Francisco J. Vargas, Andres A. Peters

Resultado de la investigación: Contribución a una revistaArtículorevisión exhaustiva

1 Cita (Scopus)

Resumen

This paper studies vehicle platooning with communication channels subject to random data loss. We focus on homogeneous discrete-time platoons in a predecessor-following topology with a constant time headway policy. We assume that each agent in the platoon sends its current position to the immediate follower through a lossy channel modeled as a Bernoulli process. To reduce the negative effects of data loss over the string stability and performance of the platoon, we use simple strategies that modify the measurement, error, and control signals of the feedback control loop, in each vehicle, when a dropout occurs. Such strategies are based on holding the previous value, dropping to zero, or replacing with a prediction based on a simple linear extrapolation. We performed a simulation-based comparison among a set of different strategies, and found that some strategies are favorable in terms of performance, while some others present improvements for string stabilization. These results strongly suggest that proper design of compensation schemes for the communications of interconnected multi-agent systems plays an important role in their performance and their scalability properties.

Idioma originalInglés
Número de artículo9493190
Páginas (desde-hasta)103996-104010
Número de páginas15
PublicaciónIEEE Access
Volumen9
DOI
EstadoPublicada - 2021

Huella

Profundice en los temas de investigación de 'Comparison of Simple Strategies for Vehicular Platooning with Lossy Communication'. En conjunto forman una huella única.

Citar esto