2022 IEEE/SICE International Symposium on System Integration (SII) · 2022 · 20 citations · 12 references
ComputingAutonomous SystemsSystems EngineeringAutonomous VehiclesDistributed SystemsVehicle TestingDigital Twin DesignMulti-robot CoordinationVehicle ControlVehicle Control SystemsVehicle ModelingVehicle-to-everything CommunicationDigital Twin ArchitectureDigital Twin DevelopmentDigital TwinsMulti-vehicle CoordinationPlatooningSimulation-based TestingSystem Performance ModelingVehicle Platooning
With the development of V2X technology, multiple vehicles cooperative control has been widely studied. However, filed testing is rarely conducted due to financial and safety considerations. To solve this problem, this study proposes a digital twin method to carry out multi-vehicle experiments, which uses combination of physical and virtual vehicles to perform coordination tasks. To confirm effectiveness of this method, a prototype system is developed, which consists of sand table testbed, its twin system and cloud. Several aspects are quantified to describe system performance, including time delay and localization accuracy. Finally, a vehicle level experiment in platoon scenario is carried out and experiment results confirm effectiveness of this method.
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A Digital Twin Paradigm: Vehicle-to-Cloud Based Advanced Driver Assistance Systems
Ziran Wang, Xishun Liao, Xuanpeng Zhao et al. · 2020 · 144 citations
Xishun Liao, Ziran Wang, Xuanpeng Zhao et al. · IEEE Transactions on Intelligent Transportation Systems · 2021 · 117 citations