| Full text | |
| Author(s): |
Kamoi, Roger Nobuyuki
[1]
;
Pereira Junior, Lourenco Alves
[1]
;
Neto Verri, Filipe Alves
[1]
;
Cavalheiro Marcondes, Cesar Augusto
[1]
;
Gomes Ferreira, Carlos Henrique
[2]
;
Meneguette, Rodolfo Ipolito
[3]
;
Da Cunha, Adilson Marques
[1]
Total Authors: 7
|
| Affiliation: | [1] Inst Tecnol Aeronaut, BR-12228900 Sao Jose Dos Campos, SP - Brazil
[2] Univ Fed Ouro Preto, Dept Comp & Syst, BR-35931008 Joao Molevade - Brazil
[3] Univ Sao Paulo, Dept Comp Syst, BR-13566590 Sao Carlos - Brazil
Total Affiliations: 3
|
| Document type: | Journal article |
| Source: | IEEE ACCESS; v. 9, p. 53936-53951, 2021. |
| Web of Science Citations: | 0 |
| Abstract | |
The growth in the number of connected vehicles in ad-hoc networks or VANETs enables the use of increasingly sophisticated services and applications. One emerging application in this scenario is Platooning, a stable stream of connected autonomous vehicles. This application improves safety, vehicle flow on the road, energy consumption, among other variables. However, vehicles using this technology need to share space with vehicles not connected or with other automation levels. Among the bottlenecks in scenarios like this, Platoons formation and splits stand out, as these maneuvers involve costs and risk. Therefore, our contribution is developing a new strategy for Platoons formation in a mixed universe of vehicles to bring some of these desired benefits. The results show that the proposed solution achieved an accuracy of 89% of the entire amount of platoons in the datasets. Our experiments demonstrate cases with collisions, and the proposed solution provides a solution to a more safe operation on roads. Finally, we conclude that our solution provides more determinism in the traffic conditions, as vehicles achieving stationary speeds with low variation. (AU) | |
| FAPESP's process: | 20/07162-0 - Services for an intelligent transport system |
| Grantee: | Rodolfo Ipolito Meneguette |
| Support Opportunities: | Regular Research Grants |