Collaborative and Infrastructure-less Vehicular Traffic Rerouting for Intelligent Transportation Systems

Resumo


This extended abstract provides an at-a-glance view of the main contributions of my Ph.D. work. The work aims to investigate and develop cutting-edge an infrastructure-less vehicular traffic management system in order to minimize vehicular traffic congestion and advance the state-of-the-art in intelligent transportation systems. The proposed solutions were widely compared with other literature solutions on different performance evaluation metrics. The evaluation results show that the proposed vehicle traffic management system is efficient, scalable, and cost-effective, which may be a good alternative to mitigate urban mobility problems.

Palavras-chave: Intelligent Transportation Systems, Vehicular Networks, Vehicular Traffic Rerouting

Referências

Akabane, A., Inmich, R., Pazzi, R., Madeira, E., and Villas, L. (2018a). Distributed egocentric betweenness measure as a vehicle selection mechanism in vanets: A performance evaluation study. Sensors, 18(8):2731.

Akabane, A. T., Gomes, R. L., Pazzi, R. W., Madeira, E. R., and Villas, L. A. (2017a). Apolo: A mobility pattern analysis approach to improve urban mobility. In GLOBECOM 2017-2017IEEE Global Communications Conference, pages 1-6. IEEE.

Akabane, A. T., Immich, R., Bittencourt, L. F., Madeira, E. R., and Villas, L. A. (2020). Towards a distributed and infrastructure-less vehicular traffic management system. Elsevier Computer Communications.

Akabane, A. T., Immich, R., Madeira, E., and Villas, L. (2019a). Aplicando redes sociais veiculares para aprimorar o gerenciamento da mobilidade urbana. In Anais do XXXVII Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos, pages 1070-1083. SBC.

Akabane, A. T., Immich, R., Madeira, E. R., and Villas, L. A. (2018b). imob: An intelligent urbanmobility management system based on vehicular social networks. In 2018 IEEE VehicularNetworking Conference (VNC), pages 1-8. IEEE.

Akabane, A. T., Immich, R., Pazzi, R. W., Madeira, E. R., and Villas, L. A. (2018c). Trusted: A distributed system for information management and knowledge distribution in vanets. In 2018IEEE Symposium on Computers and Communications (ISCC), pages 1-6. IEEE.

Akabane, A. T., Immich, R., Pazzi, R. W., Madeira, E. R. M., and Villas, L. A. (2019b). Exploiting vehicular social networks and dynamic clustering to enhance urban mobility management. Sensors, 19(16):3558.

Akabane, A. T., Madeira, E. R., and Villas, L. A. (2019c). Collaborative and infrastructure-less vehicular traffic rerouting for intelligent transportation systems.

Akabane, A. T., Pazzi, R. W., Madeira, E. R., and Villas, L. A. (2017b). Applying egocentric betweenness measure in vehicular ad hoc networks. In 2017 IEEE 16th International Symposium on Network Computing and Applications (NCA), pages 1-4. IEEE.

Akabane, A. T., Pazzi, R. W., Madeira, E. R., and Villas, L. A. (2017c). Modeling and prediction of vehicle routes based on hidden markov model. In 2017 IEEE 86th Vehicular Technology Conference (VTC-Fall), pages 1-5. IEEE.

Akabane, A. T., Pazzi, R. W., Madeira, E. R., and Villas, L. A. (2018d). Sistema distribuído para gerenciamento de informação e distribuição de conhecimento em redes veiculares. In Anais doXXXVI Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos. SBC.

Akabane, A. T., Villas, L. A., and Madeira, E. R. M. (2015). An adaptive solution for data dissemination under diverse road traffic conditions in urban scenarios. In 2015 IEEE wireless communications and networking conference (WCNC), pages 1654-1659. IEEE.

Nellore, K. and Hancke, G. P. (2016). A survey on urban traffic management system using wireless sensor networks. Sensors, 16(2):157.

Nikolovski, T., Pazzi, R. W., Akabane, A. T., and Villas, L. A. (2017). Efficient encounter-based event dissemination protocol (e-bed) for urban and highway vehicular ad hoc networks. In 2017 IEEE Symposium on Computers and Communications (ISCC), pages 1085-1090. IEEE.

Page, L., Brin, S., Motwani, R., and Winograd, T. (1999). The pagerank citation ranking: Bringingorder to the web. Technical report, Stanford InfoLab.

Rodrigues, D. O., Santos, F. A., Geraldo Filho, P. R., Akabane, A. T., Cabral, R., Immich, R., Junior, W. L., Cunha, F. D., Guidoni, D. L., Silva, T. H., et al. (2019). Computação urbana da teoria a prática: Fundamentos, aplicações e desafios. arXiv preprint arXiv:1912.05662.

Santos, F. A., Akabane, A. T., Yokoyama, R. S., Loureiro, A. A., and Villas, L. A. (2016). A roadside unit-based localization scheme to improve positioning for vehicular networks. In2016 IEEE 84th Vehicular Technology Conference (VTC-Fall), pages 1-5. IEEE.

Wang, S., Djahel, S., Zhang, Z., and McManis, J. (2016). Next road rerouting: A multiagent system for mitigating unexpected urban traffic congestion. IEEE Transactions on Intelligent Transportation Systems, 17(10):2888-2899.
Publicado
07/12/2020
Como Citar

Selecione um Formato
AKABANE, Ademar Takeo; MADEIRA, Edmundo Roberto Mauro; VILLAS, Leandro Aparecido. Collaborative and Infrastructure-less Vehicular Traffic Rerouting for Intelligent Transportation Systems. In: CONCURSO DE TESES E DISSERTAÇÕES - SIMPÓSIO BRASILEIRO DE REDES DE COMPUTADORES E SISTEMAS DISTRIBUÍDOS (SBRC), 38. , 2020, Rio de Janeiro. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2020 . p. 193-200. ISSN 2177-9384. DOI: https://doi.org/10.5753/sbrc_estendido.2020.12419.