TY - GEN
T1 - Agile calibration process of full-stack simulation frameworks for V2X communications
AU - Mavromatis, Ioannis
AU - Tassi, Andrea
AU - Piechocki, Robert J.
AU - Nix, Andrew
PY - 2018/4
Y1 - 2018/4
N2 - Computer simulations and real-world car trials are essential to investigate the performance of Vehicle-to-Everything (V2X) networks. However, simulations are imperfect models of the physical reality and can be trusted only when they indicate agreement with the real-world. On the other hand, trials lack reproducibility and are subject to uncertainties and errors. In this paper, we will illustrate a case study where the interrelationship between trials, simulation, and the reality-of-interest is presented. Results are then compared in a holistic fashion. Our study will describe the procedure followed to macroscopically calibrate a full-stack network simulator to conduct high-fidelity full-stack computer simulations.
AB - Computer simulations and real-world car trials are essential to investigate the performance of Vehicle-to-Everything (V2X) networks. However, simulations are imperfect models of the physical reality and can be trusted only when they indicate agreement with the real-world. On the other hand, trials lack reproducibility and are subject to uncertainties and errors. In this paper, we will illustrate a case study where the interrelationship between trials, simulation, and the reality-of-interest is presented. Results are then compared in a holistic fashion. Our study will describe the procedure followed to macroscopically calibrate a full-stack network simulator to conduct high-fidelity full-stack computer simulations.
KW - Connected Autonomous Vehicles
KW - V2X
KW - IEEE 802.11p/DSRC
KW - Full-Stack Simulator
KW - VEINS
KW - Validation process
UR - http://www.scopus.com/inward/record.url?scp=85046282751&partnerID=8YFLogxK
U2 - 10.1109/VNC.2017.8275604
DO - 10.1109/VNC.2017.8275604
M3 - Conference Contribution (Conference Proceeding)
SN - 9781538609873
SP - 89
EP - 96
BT - 2017 IEEE Vehicular Networking Conference (VNC)
PB - Institute of Electrical and Electronics Engineers (IEEE)
T2 - 2017 IEEE Vehicular Networking Conference, VNC 2017
Y2 - 27 November 2017 through 29 November 2017
ER -