IAMVT: Mecanismo de Seleção de Rotas Multicaminhos para Aplicações de Vídeo Monitoramento

  • Fabiano Bhering UFF / CEFET-MG
  • Célio Albuquerque UFF
  • Diego Passos UFF
  • Katia Obraczka UCSC

Abstract


Some of the main challenges for video transmission in wireless networks are related to bandwidth and high bitrate. Previous works indicate that dividing the video flows to transmit them over multiple paths can improve applications' QoS (Quality of Service). However, multipath selection is not a trivial task, especially when applications require simultaneous transmission from multiple sources, as it is necessary to find a set of paths with minimal inter-flow interference to support the applications' requirements. Thus, this paper presents Interference Aware Multipath Video Transmission (IAMVT), a multipath selection mechanism based on the Iterated Local Search (ILS) metaheuristic. This mechanism seeks to maximize the global network performance for transmitting multiple video flows from different sources. Simulation results show the potential of IAMVT to increase video quality, when compared to other mechanisms proposed in the literature.

References

Abazeed, M., Faisal, N., and Ali, A. (2018). Cross-layer multipath routing scheme for wireless multimedia sensor network. Wireless Networks, 6.

Afzal, S., Testoni, V., Rothenberg, C. E., Kolan, P., and Bouazizi, I. (2019). A Holistic Survey of Wireless Multipath Video Streaming. IEEE Communications Surveys and Tutorials, pages 1–42.

Ahmed, A. A. (2017). A real-time routing protocol with adaptive traffic shaping for multimedia streaming over next-generation of Wireless Multimedia Sensor Networks. Pervasive and Mobile Computing, 40:495–511.

Begen, A. C., Altunbasak, Y., and Ergun, O. (2003). Multi-path selection for multiple description encoded video streaming. In IEEE International Conference on Communications (ICC), volume 3, pages 1583–1589. IEEE.

Bhering, F., Albuquerque, C., Passos, D., and Ochi, L. S. (2019). Multipath selection mechanism for wireless video-surveillance systems. 9th Latin American Network Operations and Management Symposium, LANOMS.

Chakareski, J., Han, S., and Girod, B. (2003). Layered coding vs. multiple descriptions for video streaming over multiple paths. Proceedings of the ACM International Multimedia Conference and Exhibition, 285:422–431.

Dao, N. Q., Le-Dang, Q., Morawski, R., Dang, A. T., and Le-Ngoc, T. (2018). Management of video surveillance for smart cities. Handbook of Smart Cities: Software Services and Cyber Infrastructure, pages 285–310.

Ghahremani, S. and Ghanbari, M. (2017). Error resilient video transmission in ad hoc networks using layered and multiple description coding. Multimedia Tools and Applications, 76(6):9033–9049.

Hasan, M. Z., Al-Rizzo, H., and Al-Turjman, F. (2017). A Survey on Multipath Routing Protocols for QoS Assurances in Real-Time Wireless Multimedia Sensor Networks. IEEE Communications Surveys and Tutorials, 19(3):1424–1456.

Hossain, M. S., You, X., Xiao, W., Lu, J., and Song, E. (2019). QoS-oriented multimedia transmission using multipath routing. Future Generation Computer Systems, 99:226– 234.

Huo, Y., Hellge, C., Wiegand, T., and Hanzo, L. (2015). A tutorial and review on interlayer fec coded layered video streaming. IEEE Communications Surveys and Tutorials, 17(2):1166–1207.

Klaue, J., Rathke, B., and Wolisz, A. (2003). Evalvid–a framework for video transmission and quality evaluation. In International conference on modelling techniques and tools for computer performance evaluation, pages 255–272. Springer.

Lemamou, E. A., Galinier, P., and Chamberland, S. (2016). A hybrid iterated local search algorithm for the global planning problem of survivable 4g wireless networks. IEEE/ACM Transactions on Networking (TON), 24(1):137–148.

Lourenço, H. R., Martin, O. C., and Stützle, T. (2010). Iterated local search: Framework and applications. In Handbook of metaheuristics, pages 363–397. Springer.

Marina, M. K. and Das, S. R. (2001). On-demand multipath distance vector routing in ad hoc networks. In Proceedings Ninth International Conference on Network Protocols. ICNP 2001, pages 14–23. IEEE.

Natarajan, P., Atrey, P. K., and Kankanhalli, M. (2015). Multi-camera coordination and control in surveillance systems: A survey. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 11(4):57.

Neves, T., Ochi, L. S., and Albuquerque, C. (2015). A new hybrid heuristic for replica placement and request distribution in content distribution networks. Optimization Letters, 9(4):677–692.

Pan, C., Liu, B., Zhou, H., and Gui, L. (2016). Multi-path routing for video streaming in multi-radio multi-channel wireless mesh networks. 2016 IEEE International Conference on Communications, ICC 2016, 11:73–92.

Passos, D. and Albuquerque, C. (2018). AFTER: Algorithmic Framework for Throughput EstimatoRs for IEEE 802.11 networks. Simulation Modelling Practice and Theory, 84:143–160.

Penna, P. H. V., Subramanian, A., Ochi, L. S., Vidal, T., and Prins, C. (2017). A hybrid heuristic for a broad class of vehicle routing problems with heterogeneous eet. Annals of Operations Research, pages 1–70.

Pham, T. A. Q., Singh, K. D., Rodríguez-Aguilar, J. A., Picard, G., Piamrat, K., Cerquides, J., and Viho, C. (2018). AD 3 -GLAM: A cooperative distributed QoE-based approach for SVC video streaming over wireless mesh networks. Ad Hoc Networks, 80:1–15.

Seeling, P. and Reisslein, M. (2011). Video transport evaluation with h. 264 video traces. IEEE Communications Surveys & Tutorials, 14(4):1142–1165.
Published
2021-08-16
BHERING, Fabiano; ALBUQUERQUE, Célio; PASSOS, Diego; OBRACZKA, Katia. IAMVT: Mecanismo de Seleção de Rotas Multicaminhos para Aplicações de Vídeo Monitoramento. In: BRAZILIAN SYMPOSIUM ON COMPUTER NETWORKS AND DISTRIBUTED SYSTEMS (SBRC), 39. , 2021, Uberlândia. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2021 . p. 294-307. ISSN 2177-9384. DOI: https://doi.org/10.5753/sbrc.2021.16728.

Most read articles by the same author(s)

1 2 > >>