Abstract
In this paper, we propose a downlink resource sharing and multi-tier caching selection (DRS-MCS) solution for video streaming applications and services (VASs) in 5G ultra-dense networks (UDNs). The DRS-MCS allows mobile users (MUs) to experience the VASs by multicasting from three-tier caching placements, i.e., macro base station (MBS), femtocell base stations (FBSs), and mobile devices. To do so, the MUs are categorized into three types including 1) sharing users (SUs) that own downlink resources being shared for device-to-device (D2D) communications, 2) caching helpers (CHs) that cache the requested videos for multicasting over D2D communications, and 3) requesting users (RUs) that request the videos. The CHs and the RUs are grouped into different clusters, each cluster has a number of CHs and RUs in close vicinity for D2D multicast communications. We then formulate the DRS-MCS optimization problem. By solving the problem, the DRS-MCS solution can select not only the best pairs of SUs and CHs for D2D multicast communications but also the best caching placements for multicasting in each cluster, so as to maximize the total video capacity delivered to the RUs. Simulation results are shown to demonstrate the benefits of the proposed DRS-MCS solution compared to other conventional multicasting schemes.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Cisco, “Cisco Visual Networking Index: Global Mobile Data Traffic Forecast Update,” in 2017–2022 White Paper, February 2019. https://www.cisco.com
Lecompte, D., Gabin, F.: Evolved multimedia broadcast/multicast service (eMBMS) in LTE-advanced: overview and Rel-11 enhancements. IEEE Commun. Mag. 50(11), 68–74 (2012)
Araniti, G., Condoluci, M., Scopelliti, P., Molinaro, A., Iera, A.: Multicasting over emerging 5G networks: challenges and perspectives. IEEE Netw. 31(2), 80–89 (2017)
Thanh, T.L., Hoang, T.M.: Cooperative spectrum-sharing with two-way AF relaying in the presence of direct communications. EAI Endorsed Trans. Ind. Netw. Intell. Syst. 5(14), 1–9 (2018)
Nguyen, T.H., Nguyen, D.Q., Nguyen, V.D.: Quality of service provisioning for D2D users in heterogeneous networks. EAI Endorsed Trans. Ind. Netw. Intell. Syst. 6(21), 1–7 (2019)
Lin, X., Ratasuk, R., Ghosh, A., Andrews, J.G.: Modeling, analysis, and optimization of multicast device-to-device transmissions. IEEE Trans. Wirel. Commun. 13(8), 4346–4359 (2014)
Zulhasnine, M., Huang, C., Srinivasan, A.: Exploiting cluster multicast for P2P streaming application in cellular system. In: Proceedings of IEEE Wireless Communications and Networking Conference, Shanghai, China, April 2013, pp. 1–6 (2013)
Peng, B., Peng, T., Liu, Z., Yang, Y., Hu, C.: Cluster-based multicast transmission for device-to-device (D2D) communication. In: Proceedings of IEEE 78th Vehicular Technology Conference, Las Vegas, NV, September 2013, pp. 1–5 (2013)
Militano, L., Condoluci, M., Araniti, G., Molinaro, A., Iera, A., Muntean, G.-M.: Single frequency-based device-to-device-enhanced video delivery for evolved multimedia broadcast and multicast services. IEEE Trans. Broadcast. 61(2), 263–278 (2015)
Zhu, Y., Qin, X., Zhang, P.: An efficient multicast clustering scheme for D2D assisted offloading in cellular networks. In: Proceedings of IEEE/CIC International Conference on Communications in China, Beijing, China, August 2018, pp. 1–5 (2018)
Hmila, M., Fernandez-Veiga, M., Rodriguez-Perez, M.: Distributed resource allocation approach for device-to-device multicast communications. In: Proceedings of International Conference on Wireless and Mobile Computing, Networking and Communications, Limassol, Cyprus, October 2018, pp. 1–8 (2018)
Kim, J.-H., Joung, J., Lee, J.W.: Resource allocation for multiple device-to-device cluster multicast communications underlay cellular networks. IEEE Commun. Lett. 22(2), 412–415 (2018)
Cao, Y., Jiang, T., Chen, X., Zhang, J.: Social-aware video multicast based on device-to-device communications. IEEE Trans. Mob. Comput. 15(6), 1528–1539 (2016)
Zhao, P., Feng, L., Yu, P., Li, W., Qiu, X.: A social-aware resource allocation for 5G device-to-device multicast communication. IEEE Access 5, 15717–15730 (2017)
Moghaddam, S.S., Ghasemi, M.: Efficient clustering for multicast device-to-device communications. In: Proceedings of International Conference on Computer and Communication Engineering, Kuala Lumpur, Malaysia, September 2018, pp. 1–6 (2018)
Yang, L., Wu, D., Cai, Y.: A distributed social-aware clustering approach in D2D multicast communications. In: Proceedings of International Wireless Communications and Mobile Computing Conference, Limassol, Cyprus, pp. 1–6 (2018)
Wu, Y., Wu, D., Yang, L., Shi, X., Ao, L., Fu, Q.: Matching-coalition based cluster formation for D2D multicast content sharing. IEEE Access 7, 73913–73928 (2019)
Yang, L., Wu, D., Xu, S., Zhang, G., Cai, Y.: Social-energy-aware user clustering for content sharing based on D2D multicast communications. IEEE Access 6, 36092–36104 (2018)
Wu, Y., Wu, D., Yang, L., Xu, S.: Incentive-based cluster formation for D2D multicast content sharing. In: Proceedings of Asia-Pacific Conference on Communications, Ningbo, China, November 2018, pp. 1–6 (2018)
Feng, L., Zhao, P., Zhou, F., Yin, M., Yu, P., Li, W., Qiu, X.: Resource allocation for 5G D2D multicast content sharing in social-aware cellular networks. IEEE Commun. Mag. 56(3), 112–118 (2018)
Phan, T.-M., Vo, N.-S., Bui, M.-P., Dang, X.-K., Ha, D.-B.: Downlink resource sharing and caching helper selection control maximized multicast video delivery capacity in dense D2D 5G networks. J. Sci. Technol. 18(4.2), 12–20 (2020)
Vo, N.-S., Phan, T.-M., Bui, M.-P., Dang, X.-K., Viet, N.T., Yin, C.: Social-aware spectrum sharing and caching helper selection strategy optimized multicast video streaming in dense D2D 5G networks. IEEE Syst. J. 1–12 (2020)
Cheung, W., Quek, T., Kountouris, M.: Throughput optimization, spectrum allocation, and access control in two-tier femtocell networks. IEEE J. Sel. Areas Commun. 30(3), 561–574 (2012)
Gyawali, S., Xu, S., Ye, F., Hu, R.Q., Qian, Y.: A D2D based clustering scheme for public safety communications. In: Proceedings of IEEE 87th Vehicular Technology Conference, Porto, Portugal, pp. 1–5 (2018)
Vo, N.-S., Duong, T.Q., Tuan, H.D., Kortun, A.: Optimal video streaming in dense 5G networks with D2D communications. IEEE Access 6, 209–223 (2017)
Bhardwaj, A., Agnihotri, S.: Energy- and spectral-efficiency trade-off for D2D-multicasts in underlay cellular networks. IEEE Wirel. Commun. Lett. 7(4), 546–549 (2018)
Vo, N.-S., Duong, T.Q., Guizani, M., Kortun, A.: 5G optimized caching and downlink resource sharing for smart cities. IEEE Access 6, 31457–31468 (2018)
Acknowledgement
This research is funded by Vietnam National Foundation for Science and Technology Development (NAFOSTED) under grant number 102.04-2018.308.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
About this paper
Cite this paper
Phan, TM., Vo, NS., Bui, MP., Tran, QN., Nguyen, H.M., Masaracchia, A. (2020). Downlink Resource Sharing and Multi-tier Caching Selection Maximized Multicast Video Delivery Capacity in 5G Ultra-Dense Networks. In: Vo, NS., Hoang, VP. (eds) Industrial Networks and Intelligent Systems. INISCOM 2020. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 334. Springer, Cham. https://doi.org/10.1007/978-3-030-63083-6_2
Download citation
DOI: https://doi.org/10.1007/978-3-030-63083-6_2
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-63082-9
Online ISBN: 978-3-030-63083-6
eBook Packages: Computer ScienceComputer Science (R0)