Abstract
This paper first studied platooning in vehicle-to-vehicle communication. Road safety has always been a bit problem in our society, driving with help of platooning control system becomes necessary. This paper compared different methods and tried to get the minimum driving gaps between vehicles depending on driver preference, car size, current speed limit and so on. After evaluating car platooning, this paper studied further information about road networking by analysing different routing network techniques. Graph Attention Network (GAT), Generalized Value Iteration Network (GVIN), Multi-Agent Routing Value Iteration Network (MARVIN). Either method have pro and cons, Marvin has generally good performance and a relatively low price. With the development of vehicle communication, MARVIN could be the main field because of its future potential.
Publisher
Darcy & Roy Press Co. Ltd.
Reference16 articles.
1. Marc Torrent-Moreno; Jens Mittag; Paolo Santi; Hannes Hartenstein, “Vehicle-to-Vehicle Communication: Fair Transmit Power Control for Safety-Critical Information,” IEEE Transactions on Vehicular Technology, (2009).
2. Syed Sarmad Shah, Asad Malik , Anis Ur Rahman , Sohail Iqbal, “Time Barrier-Based Emergency Message Dissemination in Vehicular Ad-hoc Networks,”IEEE Access,pp.99,(2019).
3. Yiyi Zhang, Yi Liu, Longfei, Xu ,” A Real-Time Channel Prediction Model Based on Neural Networks for Dedicated Short-Range Communications, “Sensors,(2019).
4. Stefan Ried, “5G killer App V2X” [Online]. Available: https://www.cloudflight.io/en/blog/5g-killer-app-v2x-requires-the-transformation-the-automotive-industry/.(accessed:28.07.2022)
5. A. Vinel, L. Lan, and N. Lyamin, “Vehicle-to-vehicle communication in C-ACC/platooning scenarios,” IEEE Commun. Mag., vol. 53, no. 8, pp. 192–197, (2015).