Architecture design of a vehicle–road-cloud collaborative automated driving system
Open Access
- 19 December 2023
- journal article
- research article
- Published by Springer Nature in Urban Lifeline
- Vol. 1 (1) , 1-10
Abstract
Transportation systems serve as a crucial foundation for maintaining the normal operation of cities and satisfying the requirements of public life. With the development of next-generation information technologies, automated driving technologies have brought new opportunities to improve the performance of traffic systems and the intelligence level of cities. Currently, significant research efforts have been conducted to develop automated driving systems in three major industries, i.e., automobile, roadway, and telecommunication. However, the collaboration and integration of automated driving systems among automobile, roadway, and telecommunications are still lacking, especially for collaborative development of system architecture and objectives. To address the need, this study first proposes a system architecture of vehicle–road-cloud collaborative automated driving system (VRC-CADS). Three levels of collaborative development, i.e., collaborative sensing, collaborative decision-making, and collaborative control, are designed for the VRC-CADS. Based on that, the typical scenarios of automated driving for each level of the system are further defined and interpreted. Moreover, feasible and systematic suggestions for the collaborative development of the VRC-CADS are provided, considering the cross-cutting collaboration among government agencies, academia, and industry. The proposed system architecture of the VRC-CADS will facilitate the optimization of urban lifelines and the evolution of intelligent cities.Keywords
Funding Information
- The Shandong Provincial Key Research and Development Program (SPKR&DP (2020CXGC010118)
This publication has 30 references indexed in Scilit:
- Enabling Security-Aware D2D Spectrum Resource Sharing for Connected Autonomous VehiclesIEEE Internet of Things Journal, 2020
- Computation and Sensor Offloading for Cloud-Based Infrastructure-Assisted Autonomous VehiclesIEEE Systems Journal, 2020
- A Hierarchical Architecture for the Future Internet of VehiclesIEEE Communications Magazine, 2019
- A systematic review: Road infrastructure requirement for Connected and Autonomous Vehicles (CAVs)Journal of Physics: Conference Series, 2019
- Analytical Models of the Performance of C-V2X Mode 4 Vehicular CommunicationsIEEE Transactions on Vehicular Technology, 2018
- Intelligent and connected vehicles: Current status and future perspectivesScience China Technological Sciences, 2018
- Collaborative Perception for Automated Vehicles Leveraging Vehicle-to-Vehicle Communications2018
- Connected and automated vehicle systems: Introduction and overviewJournal of Intelligent Transportation Systems, 2017
- The social dilemma of autonomous vehiclesScience, 2016
- Dedicated Short-Range Communications (DSRC) Standards in the United StatesProceedings of the IEEE, 2011