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research-article

Video streaming over IoV using IP multicast

Authors:

Debanjan Roy Chowdhury,

Diganta GoswamiAuthors Info & Claims

Volume 197, Issue C

https://doi.org/10.1016/j.jnca.2021.103259

Published: 01 January 2022 Publication History

Abstract

Video traffic over Internet of vehicles is increasing day by day to provide passengers on-board infotainment services. A video streaming service over Internet of vehicles involves design challenges of vehicular gateway selection, and vehicle to vehicle collaboration. Vehicular gateway selection is challenging due to high vehicle mobility and time-varying link conditions. Existing works on vehicular gateway selection focus on either service cost minimization, or quality of experience. To achieve a balance between these two aspects, we propose a novel vehicular gateway selection protocol that minimizes streaming service cost, keeping end-to-end delivery delay as a constraint. In our work, the vehicular gateway selection problem is formulated centrally as the minimum set-covering problem, and is solved by the greedy approximation method. In existing works, vehicle to vehicle collaboration happens in the application layer ignoring the presence of network layer nodes which do not run any proprietary application. To make the vehicle to vehicle collaboration in the network layer, we propose a novel multicast protocol SS-CAST specifically designed for streaming service over vehicular networks. Compared to existing protocols, the simulation results show VSIM as the clear winner for minimizing service cost while giving a competitive performance in the quality of experience metrics.

Highlights

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Cost-effective delay constrained video streaming as an infotaintment service over Internet of vehicle scenario.

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Centralized greedy approximation of the minimum set covering problem for the minimized vehicular gateway selection.

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Distributed clustering method for the vehicular gateway assignment problem using network layer multicast control plane.

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Multi-hop streaming data distribution from vehicular gateway to client vehicles using network layer multicast data plane.

References

[1]

IEEE Guide for Wireless Access in Vehicular Environments (WAVE) - Architecture, 2014, pp. 1–78.

[2]

Ns-3.30, 2020, https://www.nsnam.org/releases/ns-3-30/. [Accessed:2020-02-02].

[3]

Peak signal-to-noise ratio, Wikipedia, 2020, https://en.wikipedia.org/wiki/Peak_signal-to-noise_ratio. [Accessed:2020-05-04].

[4]

Abbas N., Dawy Z., Hajj H., Sharafeddine S., Filali F., Traffic offloading with maximum user capacity in dense D2D cooperative networks, in: 2017 IEEE International Conference on Communications (ICC), 2017, pp. 1–6.

[5]

Ahmad Iftikhar, Noor Rafidah Md, Ahmedy Ismail, Shah Syed Adeel Ali, Yaqoob Ibrar, Ahmed Ejaz, Imran Muhammad, VANET–LTE based heterogeneous vehicular clustering for driving assistance and route planning applications, Comput. Netw. 145 (2018) 128–140.

[6]

Benslimane A., Taleb T., Sivaraj R., Dynamic clustering-based adaptive mobile gateway management in integrated VANET — 3G heterogeneous wireless networks, IEEE J. Sel. Areas Commun. 29 (3) (2011) 559–570.

[7]

Canourgues Lucile, Lephay Jerome, Soyer Laurent, Beylot Andre-Luc, STAMP: shared-tree ad hoc multicast protocol, in: MILCOM 2006-2006 IEEE Military Communications Conference, IEEE, 2006, pp. 1–7.

[8]

Chekkouri Ahmed Salim, Ezzouhairi Abdellatif, Pierre Samuel, A new integrated VANET-LTE-A architecture for enhanced mobility in small cells HetNet using dynamic gateway and traffic forwarding, Comput. Netw. 140 (2018) 15–27.

[9]

Cheng Nan, Lu Ning, Zhang Ning, Shen Xuemin (Sherman), Mark Jon W., Vehicular WiFi offloading: Challenges and solutions, Veh. Commun. 1 (1) (2014) 13–21.

[10]

Cisco Visual Networking Index (VNI) complete forecast update, 2017–2022, 2020, https://www.cisco.com/c/dam/m/en_us/network-intelligence/service-provider/digital-transformation/knowledge-network-webinars/pdfs/1211_BUSINESS_SERVICES_CKN_PDF.pdf. [Accessed:2020-05-06].

[11]

Contreras-Castillo Juan, Zeadally Sherali, Guerrero-Ibañez Juan Antonio, Internet of vehicles: Architecture, protocols, and security, IEEE Internet Things J. 5 (5) (2018) 3701–3709.

[12]

Cormen Thomas H, Leiserson Charles E, Rivest Ronald L, Stein Clifford, Chapter 35.3, Introduction to Algorithms, third ed., MIT Press, 2009.

[13]

Duan X., Wang X., Liu Y., Zheng K., SDN enabled dual cluster head selection and adaptive clustering in 5G-VANET, in: 2016 IEEE 84th Vehicular Technology Conference (VTC-Fall), 2016, pp. 1–5.

[14]

Felice Mario De, Cerqueira Eduardo, Melo Adalberto, Gerla Mario, Cuomo Francesca, Baiocchi Andrea, A distributed beaconless routing protocol for real-time video dissemination in multimedia VANETs, Comput. Commun. 58 (2015) 40–52. Special Issue on Networking and Communications for Smart Cities.

[15]

Jacquet Philippe, Minet Pascale, Laouiti Anis, Viennot Laurent, Clausen Thomas, Adjih Cedric, Multicast optimized link state routing, in: IETF Manet Draft-Ietf-Manet-Olsr-Molsr-01.Txt, 2002.

[16]

Johnson Donald B., Efficient algorithms for shortest paths in sparse networks, J. ACM 24 (1) (1977) 1–13.

Digital Library

[17]

Junhai L., Danxia Y., Liu X., Mingyu F., A survey of multicast routing protocols for mobile Ad-Hoc networks, IEEE Commun. Surv. Tutor. 11 (1) (2009) 78–91.

Digital Library

[18]

Kenney J.B., Dedicated Short-Range Communications (DSRC) standards in the united states, Proc. IEEE 99 (7) (2011) 1162–1182.

[19]

Khan H., Samarakoon S., Bennis M., Enhancing video streaming in vehicular networks via resource slicing, IEEE Trans. Veh. Technol. 69 (4) (2020) 3513–3522.

[20]

Khelifi Hakima, Luo Senlin, Nour Boubakr, Moungla Hassine, Faheem Yasir, Hussain Rasheed, Ksentini Adlen, Named data networking in vehicular ad hoc networks: State-of-the-art and challenges, IEEE Commun. Surv. Tutor. 22 (1) (2020) 320–351.

Digital Library

[21]

Lee Sung-Ju, Su William, Gerla Mario, On-demand multicast routing protocol in multihop wireless mobile networks, Mob. Netw. Appl. 7 (6) (2002) 441–453.

[22]

Morgan Y.L., Notes on DSRC amp; WAVE standards suite: Its architecture, design, and characteristics, IEEE Commun. Surv. Tutor. 12 (4) (2010) 504–518.

Digital Library

[23]

Naboulsi Diala, Fiore Marco, Characterizing the instantaneous connectivity of large-scale urban vehicular networks, IEEE Trans. Mob. Comput. 16 (5) (2017) 1272–1286.

Digital Library

[24]

Naeimipoor F., Boukerche A., A hybrid video dissemination protocol for VANETs, in: 2014 IEEE International Conference on Communications (ICC), 2014, pp. 112–117.

[25]

Ndashimye Emmanuel, Ray Sayan K., Sarkar Nurul I., Gutiérrez Jairo A., Vehicle-to-infrastructure communication over multi-tier heterogeneous networks: A survey, Comput. Netw. 112 (2017) 144–166.

[26]

Oh Soon Y., Park Joon-Sang, Gerla Mario, E-ODMRP: Enhanced ODMRP with motion adaptive refresh, J. Parallel Distrib. Comput. 68 (8) (2008) 1044–1053.

[27]

Omar H.A., Zhuang W., Li L., Gateway placement and packet routing for multihop in-vehicle internet access, IEEE Trans. Emerg. Top. Comput. 3 (3) (2015) 335–351.

[28]

Retal Sara, Idrissi Abdellah, A multi-objective optimization system for mobile gateways selection in vehicular Ad-Hoc networks, Comput. Electr. Eng. 73 (2019) 289–303.

[29]

Rezende C., Boukerche A., Ramos H.S., Loureiro A.A.F., A reactive and scalable unicast solution for video streaming over VANETs, IEEE Trans. Comput. 64 (3) (2015) 614–626.

Digital Library

[30]

Rezende Cristiano, Mammeri Abdelhamid, Boukerche Azzedine, Loureiro Antonio A.F., A receiver-based video dissemination solution for vehicular networks with content transmissions decoupled from relay node selection, Ad Hoc Netw. 17 (2014) 1–17.

Digital Library

[31]

Royer, Elizabeth M., Perkins, Charles E., 1999. Multicast operation of the Ad-Hoc on-demand distance vector routing protocol. In: Proceedings of the 5th Annual ACM/IEEE International Conference on Mobile Computing and Networking. pp. 207–218.

[32]

Speedtest global index, 2021, https://www.speedtest.net/global-index. [Accessed:2021-05-24].

[33]

Tariq Asadullah, Rehman Rana Asif, Kim Byung-Seo, Forwarding strategies in NDN-based wireless networks: A survey, IEEE Commun. Surv. Tutor. 22 (1) (2020) 68–95.

[34]

Ucar S., Ergen S.C., Ozkasap O., Multihop-cluster-based IEEE 802.11p and LTE hybrid architecture for VANET safety message dissemination, IEEE Trans. Veh. Technol. 65 (4) (2016) 2621–2636.

[35]

Vehicle-to-everything (V2X) services in 5G System (5GS), stage 3, in: 3GPP TS 24.587 Version 16.1.1 Release 16, 2020.

[36]

Wu C., Liu Z., Liu F., Yoshinaga T., Ji Y., Li J., Collaborative learning of communication routes in edge-enabled multi-access vehicular environment, IEEE Trans. Cogn. Commun. Netw. 6 (4) (2020) 1155–1165.

[37]

Wu C., Liu Z., Zhang D., Yoshinaga T., Ji Y., Spatial intelligence toward trustworthy vehicular IoT, IEEE Commun. Mag. 56 (10) (2018) 22–27.

[38]

Xing M., Cai L., Adaptive video streaming with inter-vehicle relay for highway VANET scenario, in: 2012 IEEE International Conference on Communications (ICC), 2012, pp. 5168–5172.

[39]

Yaacoub E., Filali F., Abu-Dayya A., QoE enhancement of SVC video streaming over vehicular networks using cooperative LTE/802.11p communications, IEEE J. Sel. Top. Sign. Proces. 9 (1) (2015) 37–49.

[40]

Zhioua Ghayet el mouna, Tabbane Nabil, Labiod Houda, Tabbane Sami, A fuzzy multi-metric QoS-balancing gateway selection algorithm in a clustered VANET to LTE advanced hybrid cellular network, IEEE Trans. Veh. Technol. 64 (2) (2015) 804–817.

[41]

Zhou H., Wang X., Liu Z., Ji Y., Yamada S., Resource allocation for SVC streaming over cooperative vehicular networks, IEEE Trans. Veh. Technol. 67 (9) (2018) 7924–7936.

[42]

Zhuang W., Ye Q., Lyu F., Cheng N., Ren J., SDN/NFV-Empowered future IoV with enhanced communication, computing, and caching, Proc. IEEE 108 (2) (2020) 274–291.

Cited By

Roy Chowdhury DNandi SGoswami D(2024)Cost-effective live video streaming for internet of connected vehicles using heterogeneous networksAd Hoc Networks10.1016/j.adhoc.2023.103334153:COnline publication date: 1-Feb-2024
https://dl.acm.org/doi/10.1016/j.adhoc.2023.103334
Babu SRajkumar P(2024)Group Communication in Vehicular Ad-Hoc Networks: A Comprehensive Survey on Routing PerspectivesWireless Personal Communications: An International Journal10.1007/s11277-024-11716-w139:4(2325-2377)Online publication date: 1-Dec-2024
https://dl.acm.org/doi/10.1007/s11277-024-11716-w
Ashraf MHuang CRaza ASharif KKarim MHuang S(2022)Forwarding and caching in video streaming over ICSDNComputer Networks: The International Journal of Computer and Telecommunications Networking10.1016/j.comnet.2022.109433219:COnline publication date: 24-Dec-2022
https://dl.acm.org/doi/10.1016/j.comnet.2022.109433

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Video streaming over IoV using IP multicast

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Information & Contributors

Information

Published In

cover image Journal of Network and Computer Applications

Journal of Network and Computer Applications Volume 197, Issue C

Jan 2022

89 pages

ISSN:1084-8045

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Elsevier Ltd.

Publisher

Academic Press Ltd.

United Kingdom

Publication History

Published: 01 January 2022

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Cited By

Roy Chowdhury DNandi SGoswami D(2024)Cost-effective live video streaming for internet of connected vehicles using heterogeneous networksAd Hoc Networks10.1016/j.adhoc.2023.103334153:COnline publication date: 1-Feb-2024
https://dl.acm.org/doi/10.1016/j.adhoc.2023.103334
Babu SRajkumar P(2024)Group Communication in Vehicular Ad-Hoc Networks: A Comprehensive Survey on Routing PerspectivesWireless Personal Communications: An International Journal10.1007/s11277-024-11716-w139:4(2325-2377)Online publication date: 1-Dec-2024
https://dl.acm.org/doi/10.1007/s11277-024-11716-w
Ashraf MHuang CRaza ASharif KKarim MHuang S(2022)Forwarding and caching in video streaming over ICSDNComputer Networks: The International Journal of Computer and Telecommunications Networking10.1016/j.comnet.2022.109433219:COnline publication date: 24-Dec-2022
https://dl.acm.org/doi/10.1016/j.comnet.2022.109433

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