Enhanced Traffic Shaping for Low‑Latency Communication in Autonomous Vehicle Networks

Mohammed Shameem S., Naveen P. R., R. Prajith, V. Rahul, J. Dhanasekar, Ishwarya Niranjana M.

2025

Abstract

Smart transportation powered by AVs necessitates reliable, low-latency communication to support real-time and safety-critical tasks. 39Uncoordinated data dynamics, which can occur as applications transmit through different paths (including in-Memory parameters), can lead to interference where one transmission degrades the quality achieved by the other transmission. This work presents a better traffic shaping process meant for the unique needs of cooperative autonomous vehicle networks. For instance, the implemented solution ensures the timely delivery of collision avoidance messages by competing packets whereas the prioritization of low priority packets, such as routine navigation data, is optimized. Traffic shaping models of the proposed model is evaluated through MATLAB based simulations considering the variation of traffic model parameters like the vehicle density, packet arrival rate, and communication delay. We find that using this mechanism yields a significant reduction in latency for high priority traffic with limited impact on the handling of low priority packets. These results highlight the promise of this approach for improving communication reliability and enabling safer, more efficient autonomous transport networks.

Paper Citation

in Harvard Style

S. M., P. R. N., Prajith R., Rahul V., Dhanasekar J. and M. I. (2025). Enhanced Traffic Shaping for Low‑Latency Communication in Autonomous Vehicle Networks. In Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25; ISBN 978-989-758-777-1, SciTePress, pages 249-255. DOI: 10.5220/0013880900004919

in Bibtex Style

@conference{icrdicct`2525,
author={Mohammed S. and Naveen P. R. and R. Prajith and V. Rahul and J. Dhanasekar and Ishwarya M.},
title={Enhanced Traffic Shaping for Low‑Latency Communication in Autonomous Vehicle Networks},
booktitle={Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25},
year={2025},
pages={249-255},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013880900004919},
isbn={978-989-758-777-1},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25
TI - Enhanced Traffic Shaping for Low‑Latency Communication in Autonomous Vehicle Networks
SN - 978-989-758-777-1
AU - S. M.
AU - P. R. N.
AU - Prajith R.
AU - Rahul V.
AU - Dhanasekar J.
AU - M. I.
PY - 2025
SP - 249
EP - 255
DO - 10.5220/0013880900004919
PB - SciTePress