Fully Distributed Optimization-Based CAV Platooning Control Under Linear Vehicle Dynamics
نویسندگان
چکیده
This paper develops distributed optimization-based, platoon-centered connected and autonomous vehicle (CAV) car-following schemes, motivated by the recent interest in CAV platooning technologies. Various optimization or control schemes have been developed for platooning. However, most existing platoon centered require either centralized data processing computation at least one step of their referred to as partially schemes. In this paper, we develop fully based, under linear dynamics via model predictive approach with a general prediction horizon. These do not through entire To these propose new formulation an objective function decomposition method that decomposes densely coupled central into sum multiple locally functions whose coupling satisfies network topology constraint. We then exploit operator splitting methods Control design stability analysis is carried out achieve desired traffic transient performance asymptotic stability. Numerical tests demonstrate effectiveness proposed control.
منابع مشابه
Vehicle-to-vehicle communication for AVCS platooning
Vehicle-to-vehicle radio links suffer from power variations, multipath fading and associated Doppler spreading in frequency, as well as interference form other vehicles. These effects are investigated in the context of an Automated Vehicle Control Systems (AVCS) employing vehicle platoons. A statistical model for the channel is considered and the performance of the network involving many links ...
متن کاملTank and Linnartz : Vehicle - to - Vehicle Communications for Avcs Platooning
Vehicle-to-vehicle radio links suffer from multipath fading and interference from other vehicles. We discuss the impact of these effects on communication networks supporting an intelligent transportation system (ITS), in particular, automated vehicle control systems (AVCS’s). A statistical model for this channel is considered, and the performance of the network involving many links is evaluated...
متن کاملDynamics of Random Boolean Networks under Fully Asynchronous Stochastic Update Based on Linear Representation
A novel algebraic approach is proposed to study dynamics of asynchronous random Boolean networks where a random number of nodes can be updated at each time step (ARBNs). In this article, the logical equations of ARBNs are converted into the discrete-time linear representation and dynamical behaviors of systems are investigated. We provide a general formula of network transition matrices of ARBN...
متن کاملFormal Verification of Autonomous Vehicle Platooning
The coordination of multiple autonomous vehicles into convoys or platoons is expected on our highways in the near future. However, before such platoons can be deployed, the new autonomous behaviours of the vehicles in these platoons must be certified. An appropriate representation for vehicle platooning is as a multiagent system in which each agent captures the “autonomous decisions” carried ou...
متن کاملHeavy-Duty Vehicle Platooning – Modeling and Analysis
Coupled with the growth of world economy, the demand of freight transport has escalated and will continue to do so. As the traffic intensity increases, the pressure on infrastructure, energy usage and environment becomes higher than ever. Meanwhile, the number of traffic accidents is also increasing year by year as a result. Heavy-duty vehicle (HDV) platooning makes a group of HDVs driving clos...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Transportation Science
سال: 2022
ISSN: ['0041-1655', '1526-5447']
DOI: https://doi.org/10.1287/trsc.2021.1100