Agile calibration process of full-stack simulation frameworks for V2X communications

Ioannis Mavromatis; Andrea Tassi; Robert J. Piechocki; Andrew Nix

doi:10.1109/VNC.2017.8275604

Agile calibration process of full-stack simulation frameworks for V2X communications

Ioannis Mavromatis, Andrea Tassi, Robert J. Piechocki, Andrew Nix

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

4 Citations (Scopus)

217 Downloads (Pure)

Abstract

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.

Original language	English
Title of host publication	2017 IEEE Vehicular Networking Conference (VNC)
Subtitle of host publication	Proceedings of a meeting held 27-29 November 2017, Torino, Italy
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	89-96
Number of pages	8
ISBN (Electronic)	9781538609866
ISBN (Print)	9781538609873
DOIs	https://doi.org/10.1109/VNC.2017.8275604
Publication status	Published - Apr 2018
Event	2017 IEEE Vehicular Networking Conference, VNC 2017 - Torino, Italy Duration: 27 Nov 2017 → 29 Nov 2017

Publication series

Name
ISSN (Print)	2157-9865

Conference

Conference	2017 IEEE Vehicular Networking Conference, VNC 2017
Country/Territory	Italy
City	Torino
Period	27/11/17 → 29/11/17

Keywords

Connected Autonomous Vehicles
V2X
IEEE 802.11p/DSRC
Full-Stack Simulator
VEINS
Validation process

Access to Document

10.1109/VNC.2017.8275604

Full-text PDF (accepted author manuscript)
This is the author accepted manuscript (AAM). The final published version (version of record) is available online via IEEE at https://ieeexplore.ieee.org/document/8275604/ . Please refer to any applicable terms of use of the publisher.
Accepted author manuscript, 2.97 MB

Cite this

Mavromatis, I., Tassi, A., Piechocki, R. J., & Nix, A. (2018). Agile calibration process of full-stack simulation frameworks for V2X communications. In 2017 IEEE Vehicular Networking Conference (VNC): Proceedings of a meeting held 27-29 November 2017, Torino, Italy (pp. 89-96). Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/VNC.2017.8275604

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abstract = "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.",

keywords = "Connected Autonomous Vehicles, V2X, IEEE 802.11p/DSRC, Full-Stack Simulator, VEINS, Validation process",

author = "Ioannis Mavromatis and Andrea Tassi and Piechocki, {Robert J.} and Andrew Nix",

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note = "2017 IEEE Vehicular Networking Conference, VNC 2017 ; Conference date: 27-11-2017 Through 29-11-2017",

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Mavromatis, I, Tassi, A, Piechocki, RJ & Nix, A 2018, Agile calibration process of full-stack simulation frameworks for V2X communications. in 2017 IEEE Vehicular Networking Conference (VNC): Proceedings of a meeting held 27-29 November 2017, Torino, Italy. Institute of Electrical and Electronics Engineers (IEEE), pp. 89-96, 2017 IEEE Vehicular Networking Conference, VNC 2017, Torino, Italy, 27/11/17. https://doi.org/10.1109/VNC.2017.8275604

Agile calibration process of full-stack simulation frameworks for V2X communications. / Mavromatis, Ioannis; Tassi, Andrea; Piechocki, Robert J.; Nix, Andrew.

2017 IEEE Vehicular Networking Conference (VNC): Proceedings of a meeting held 27-29 November 2017, Torino, Italy. Institute of Electrical and Electronics Engineers (IEEE), 2018. p. 89-96.

Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

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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.

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KW - V2X

KW - IEEE 802.11p/DSRC

KW - Full-Stack Simulator

KW - VEINS

KW - Validation process

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Agile calibration process of full-stack simulation frameworks for V2X communications

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Keywords

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