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Implementation of MEC-Assisted Collective Perception in an Integrated Artery/Simu5G Simulation Framework
Gergely Attila Kovács1,2, László Bokor1,2
1Department of Networked Systems and Services, Faculty of Electrical Engineering and Informatics, Budapest University of Technology and Economics, Műegyetem rkp. 3., H-1111 Budapest, Hungary.
Sensors (Basel, Switzerland)
|September 28, 2023
Summary
This study integrates 5G network simulation with V2X simulation to test advanced cooperative perception applications. Results show Multi-access Edge Computing (MEC) can effectively support V2X safety services.
Area of Science:
- Telecommunications Engineering
- Intelligent Transportation Systems
- Computer Networking
Background:
- Advanced vehicle-to-everything (V2X) safety applications demand ultra-low latency and high reliability.
- Cooperative V2X applications like Collective Perception (CP) generate substantial data flow, requiring robust technological support.
- The 5G core architecture introduces enabling technologies such as Multi-access Edge Computing (MEC).
Purpose of the Study:
- To propose an integrated simulation framework combining 5G network elements with V2X simulators.
- To evaluate the performance of MEC in supporting V2X cooperative applications.
- To demonstrate the feasibility of MEC-assisted Collective Perception (CP) services.
Main Methods:
- Integration of Simu5G (5G network simulator) and Artery (V2X simulator).
- Development of an extension to Simu5G for edge implementation to dispatch Collective Perception Messages (CPMs).
- Simulation of MEC server processing of incoming data from vehicles via 5G connectivity.
Main Results:
- The integrated simulation framework successfully demonstrated the operability of the system.
- Edge computing, specifically MEC, shows significant potential in assisting V2X scenarios.
- The proposed edge application effectively dispatches CPMs for MEC processing.
Conclusions:
- The combined simulation framework is a viable tool for testing advanced V2X applications.
- MEC integration is a promising approach for enhancing the performance of V2X safety services.
- Further development of MEC-assisted CP services is warranted based on these findings.
Keywords:
5G/6GSimu5G/Artery/OMNeT++ simulationsV2X/C-V2Xcollective perceptionmulti-access edge computing
