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Mobile Networks and Applications

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24-10-2018

Performance Analysis of the Content Dissemination Mechanism with Proactive Content Fetching and Full-Duplex D2D Communication: an Evolutionary Perspective

Authors: Hua Qu, Gongye Ren, Jihong Zhao, Youwei Shi, Zhenjie Tan

Published in: Mobile Networks and Applications | Issue 2/2019

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Abstract

Device-to-device (D2D) communication has been regarded as a promising technique for content dissemination in the fifth generation wireless network. To improve the efficiency of content dissemination, in this paper, we propose a content dissemination mechanism with proactive content fetching (PCF) and full-duplex (FD) D2D communication, referred to as PCF-FD mechanism. This mechanism is characterized by the proactive content requests of partial users that don’t request contents originally. FD communication is utilized to establish more D2D links and increase the area spectral efficiency (ASE). Based on stochastic geometry, we derive the recursive formula of content caching probability from the evolutionary perspective. In addition, the expressions of successful offloading probability (SOP), ASE and average energy consumption are also obtained. Computer experiments show that the analytical results match well with simulation results and our scheme outperforms the conventional scheme without PCF and FD communication by 45% in terms of SOP in a scenario with small user density and light load.

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Once the cache is filled to capacity, the proposed mechanism terminates naturally and some cache eviction strategies are need, which are out of the scope of this paper.

The application of the PCF-FD mechanism is content dissemination in densely populated areas, such as crowds of users in a mall requesting multimedia contents from video sharing websites. In this scenario, PRs are unaware of the content caching distribution {p_f} and content popularity distribution {q_f}. Since all the content transmissions (including BS content transmissions and D2D content transmissions) are scheduled by BSs, BSs have the full knowledge of the caching state of each content in all the devices, and they can estimate the content caching distribution {p_f} at each time period. Thus, the content caching distribution {p_f} and content popularity distribution {q_f} can be broadcast from BSs to PRs, and PRs send proactive content requests according to Eq. 2.

“N” means “no”.

The duration of a frame is assumed to be 1s in this paper. Note that we don’t take into account multicast transmission for the same file requests [37]. Thus the time slots are partitioned based on the number of devices served by a busy UE, instead of the number of different contents transmitted by a busy UE.

Andrews JG, Buzzi S, Choi W, et al (2014) What will 5G be? IEEE J Selected Areas Commun 32(6):1065–1082. https://doi.org/10.1109/JSAC.2014.2328098 CrossRef

Golrezaei N, Molisch AF, Dimakis AG, Caire G (2013) Femtocaching and device-to-device collaboration: a new architecture for wireless video distribution. IEEE Commun Mag 51(4):142–149. https://doi.org/10.1109/MCOM.2013.6495773 CrossRef

Baştug E, Bennis M, Debbah M (2014) Living on the edge: the role of proactive caching in 5G wireless networks. IEEE Commun Mag 52(8):82–89. https://doi.org/10.1109/MCOM.2014.6871674 CrossRef

Wang X, Chen M, Taleb T, et al (2014) Cache in the air: exploiting content caching and delivery techniques for 5G systems. IEEE Commun Mag 52(2):131–139. https://doi.org/10.1109/MCOM.2014.6736753 CrossRef

Liu D, Chen B, Yang C, Molisch AF (2016) Caching at the wireless edge: design aspects, challenges, and future directions. IEEE Commun Mag 54(9):22–28. https://doi.org/10.1109/MCOM.2016.7565183 CrossRef

Li L, Zhao G, Blum RS (2018) A survey of caching techniques in cellular networks: research issues and challenges in content placement and delivery strategies. IEEE Communications Surveys & Tutorials. https://doi.org/10.1109/COMST.2018.2820021

Wu D, Zhou L, Cai Y, Qian Y (2018) Collaborative caching and matching for D2D content sharing. IEEE Wirel Commun 25(3):43–49. https://doi.org/10.1109/MWC.2018.1700325 CrossRef

Feng L, Zhao P, Zhou F, et al. (2018) Resource allocation for 5G D2D multicast content sharing in social-aware cellular networks. IEEE Commun Mag 56(3):112–118. https://doi.org/10.1109/MCOM.2018.1700667 CrossRef

Asadi A, Wang Q, Mancuso V (2014) A survey on device-to-device communication in cellular networks. IEEE Commun Surv Tutor 16(4):1801–1819. https://doi.org/10.1109/COMST.2014.2319555 CrossRef

10.

Wang X, Sheng Z, Yang S, Leung VCM (2016) Tag-assisted social-aware opportunistic device-to-device sharing for traffic offloading in mobile social networks. IEEE Wirel Commun 23(4):60–67. https://doi.org/10.1109/MWC.2016.7553027 CrossRef

11.

Bai B, Wang L, Han Z, et al. (2016) Caching based socially-aware D2D communications in wireless content delivery networks: a hypergraph framework. IEEE Wirel Commun 23(4):74–81. https://doi.org/10.1109/MWC.2016.7553029 CrossRef

12.

Hu J, Yang L -L, Yang K, Hanzo L (2016) Socially aware integrated centralized infrastructure and opportunistic networking: a powerful content dissemination catalyst. IEEE Commun Mag 54(8):84–91. https://doi.org/10.1109/MCOM.2016.7537181 CrossRef

13.

Machado K, Boukerche A, Cerqueira E, Loureiro AAF (2017) A socially-aware in-network caching framework for the next generation of wireless networks. IEEE Commun Mag 55(12):38–43. https://doi.org/10.1109/MCOM.2017.1700244 CrossRef

14.

Luan Z, Qu H, Zhao J, Chen B (2016) Robust digital non-linear self-interference cancellation in full duplex radios with maximum correntropy criterion. China Commun 13(9):53–59. https://doi.org/10.1109/CC.2016.7582296 CrossRef

15.

Ji M, Caire G, Molisch AF (2016) Wireless device-to-device caching networks: basic principles and system performance. IEEE Jon Selected Areas Commun 34(1):176–189. https://doi.org/10.1109/JSAC.2015.2452672 CrossRef

16.

Elayoubi SE, Masucci AM, Roberts J, Sayrac B (2017) Optimal D2D content delivery for cellular network offloading. Mob Netw Appl 22(6):1033–1044. https://doi.org/10.1007/s11036-017-0821-1 CrossRef

17.

Chen B, Yang C, Molisch AF (2017) Cache-enabled device-to-device communications: offloading gain and energy cost. IEEE Trans Wirel Commun 16(7):4519–4536. https://doi.org/10.1109/TWC.2017.2699631 CrossRef

18.

Chen Z, Pappas N, Kountouris M (2017) Probabilistic caching in wireless D2D networks: cache hit optimal versus throughput optimal. IEEE Commun Lett 21(3):584–587. https://doi.org/10.1109/LCOMM.2016.2628032 CrossRef

19.

Chen B, Yang C, Xiong Z (2017) Optimal caching and scheduling for cache-enabled D2D communications. IEEE Commun Lett 21(5):1155–1158. https://doi.org/10.1109/LCOMM.2017.2652440 CrossRef

20.

Malak D, Al-Shalash M, Andrews JG (2016) Optimizing content caching to maximize the density of successful receptions in device-to-device networking. IEEE Trans Commun 64(10):4365–4380. https://doi.org/10.1109/TCOMM.2016.2600571

21.

Afshang M, Dhillon HS, Chong PHJ (2016) Fundamentals of cluster-centric content placement in cache-enabled device-to-device networks. IEEE Trans Commun 64(6):2511–2526. https://doi.org/10.1109/TCOMM.2016.2554547 CrossRef

22.

Giatsoglou N, Ntontin K, Kartsakli E, et al (2017) D2D-aware device caching in mmWave-cellular networks. IEEE J Selected Areas Commun 35(9):2025–2037. https://doi.org/10.1109/JSAC.2017.2720818 CrossRef

23.

Sciancalepore V, Giustiniano D, Banchs A, Hossmann-Picu A (2016) Offloading cellular traffic through opportunistic communications: analysis and optimization. IEEE J Selected Areas Commun 34(1):122–137. https://doi.org/10.1109/JSAC.2015.2452472 CrossRef

24.

Wang S, Wang X, Huang J, et al (2016) The potential of mobile opportunistic networks for data disseminations. IEEE Trans Veh Technol 65(2):912–922. https://doi.org/10.1109/TVT.2015.2401605 CrossRef

25.

Wang S, Wang X, Cheng X, et al. (2017) Fundamental analysis on data dissemination in mobile opportunistic networks with Lévy mobility. IEEE Trans Veh Technol 66(5):4173–4187. https://doi.org/10.1109/TVT.2016.2597969

26.

Li Y, Kaleem Z, Chang K (2016) Interference-aware resource-sharing scheme for multiple D2D group communications underlaying cellular networks. Wirel Pers Commun 90(2):749–768. https://doi.org/10.1007/s11277-016-3203-2 CrossRef

27.

Kaleem Z, Li Y, Chang K (2016) Public safety users’ priority-based energy and time-efficient device discovery scheme with contention resolution for ProSe in third generation partnership project long-term evolution-advanced systems. IET Commun 10(15):1873–1883. https://doi.org/10.1049/iet-com.2016.0029 CrossRef

28.

Vo N -S, Duong TQ, Tuan HD, Kortun A (2018) Optimal video streaming in dense 5G networks with D2D communications. IEEE Access 6:209–223. https://doi.org/10.1109/ACCESS.2017.2761978 CrossRef

29.

Yin C, Nguyen HT, Kundu C, et al (2018) Secure energy harvesting relay networks with unreliable backhaul connections. IEEE Access 6:12074–12084. https://doi.org/10.1109/ACCESS.2018.2794507 CrossRef

30.

Sexton C, Kaminski NJ, Marquez-Barja JM et al (2017) 5G: adaptable networks enabled by versatile radio access technologies. IEEE Commun Surv Tutor 19(2):688–720. https://doi.org/10.1109/COMST.2017.2652495 CrossRef

31.

Tam HHM, Tuan HD, Nasir AA, et al. (2017) MIMO energy harvesting in full-duplex multi-user networks. IEEE Trans Wirel Commun 16(5):3282–3297. https://doi.org/10.1109/TWC.2017.2679055 CrossRef

32.

Nguyen V -D, Duong TQ, Tuan HD, et al. (2017) Spectral and energy efficiencies in full-duplex wireless information and power transfer. IEEE Trans Commun 65(5):2220–2233. https://doi.org/10.1109/TCOMM.2017.2665488 CrossRef

33.

Naslcheraghi M, Ghorashi SA, Shikh-Bahaei M (2017) Performance analysis of inband FD-D2D communications with imperfect SI cancellation for wireless video distribution. In: 2017 8th international conference on the network of the future (NOF), pp 176-181. https://doi.org/10.1109/NOF.2017.8251246

34.

Ahlehagh H, Dey S (2014) Video-aware scheduling and caching in the radio access network. IEEE/ACM Trans Netw 22(5):1444–1462. https://doi.org/10.1109/TNET.2013.2294111 CrossRef

35.

Yang C, Yao Y, Chen Z, Xia B (2016) Analysis on cache-enabled wireless heterogeneous networks. IEEE Trans Wirel Commun 15(1):131–145. https://doi.org/10.1109/TWC.2015.2468220 CrossRef

36.

Blaszczyszyn B, Giovanidis A (2015) Optimal geographic caching in cellular networks. In: Proceedings of IEEE international conference on communications (ICC), pp 3358–3363. https://doi.org/10.1109/ICC.2015.7248843

37.

Cui Y, Jiang D (2017) Analysis and optimization of caching and multicasting in large-scale cache-enabled heterogeneous wireless networks. IEEE Trans Wirel Commun 16(1):250–264. https://doi.org/10.1109/TWC.2016.2622236 MathSciNetCrossRef

38.

Chen Y, Ding M, Li J, et al. (2017) Probabilistic small-cell caching: performance analysis and optimization. IEEE Trans Veh Technol 66(5):4341–4354. https://doi.org/10.1109/TVT.2016.2606765

39.

Liu D, Yang C (2017) Caching policy toward maximal success probability and area spectral efficiency of cache-enabled HetNets. IEEE Trans Commun 65(6):2699–2714. https://doi.org/10.1109/TCOMM.2017.2680447 CrossRef

40.

Vu TX, Chatzinotas S, Ottersten B, Duong TQ (2018) Energy minimization for cache-assisted content delivery networks with wireless backhaul. IEEE Wireless Commun Lett 7(3):332–335. https://doi.org/10.1109/LWC.2017.2776924 CrossRef

41.

Ren G, Qu H, Zhao J, et al (2017) A distributed user association and resource allocation method in cache-enabled small cell networks. China Commun 14(10):95–107. https://doi.org/10.1109/CC.2017.8107635 CrossRef

42.

Jiang J, Zhang S, Li B, Li B (2016) Maximized cellular traffic offloading via device-to-device content sharing. IEEE J Selected Areas Commun 34(1):82–91. https://doi.org/10.1109/JSAC.2015.2452493 CrossRef

43.

Wang S, Zhang Y, Wang H, et al. (2018) Large scale measurement and analytics on social groups of device-to-device sharing in mobile social networks. Mob Netw Appl 23(2):203–215. https://doi.org/10.1007/s11036-017-0927-5 MathSciNetCrossRef

44.

Wang Z, Sun L, Zhang M, et al. (2017) Propagation- and mobility-aware D2D social content replication. IEEE Trans Mob Comput 16(4):1107–1120. https://doi.org/10.1109/TMC.2016.2582159 CrossRef

45.

Zhou H, Leung VCM, Zhu C, et al. (2017) Predicting temporal social contact patterns for data forwarding in opportunistic mobile networks. IEEE Trans Veh Technol 66(11):10372–10383. https://doi.org/10.1109/TVT.2017.2740218 CrossRef

46.

Ali KS, ElSawy H, Alouini M -S (2016) Modeling cellular networks with full-duplex D2D communication: a stochastic geometry approach. IEEE Trans Commun 64(10):4409–4424. https://doi.org/10.1109/TCOMM.2016.2601912 CrossRef

47.

Breslau L, Cao P, Fan L et al (1999) Web caching and Zipf-like distributions: evidence and implications. In: Proceedings of IEEE conference on computer communications (INFOCOM), pp 126–134. https://doi.org/10.1109/INFCOM.1999.749260

48.

Zheng K, Yang Z, Zhang K, et al. (2016) Big data-driven optimization for mobile networks toward 5G. IEEE Netw 30(1):44–51. https://doi.org/10.1109/MNET.2016.7389830 CrossRef

49.

Zeydan E, Baştug E, Bennis M, et al. (2016) Big data caching for networking: moving from cloud to edge. IEEE Commun Mag 54(9):36–42. https://doi.org/10.1109/MCOM.2016.7565185 CrossRef

50.

Zhou B, Cui Y, Tao M (2016) Stochastic content-centric multicast scheduling for cache-enabled heterogeneous cellular networks. IEEE Trans Wirel Commun 15(9):6284–6297. https://doi.org/10.1109/TWC.2016.2582689 CrossRef

51.

Malak D, Al-Shalash M, Andrews JG (2018) Spatially correlated content caching for device-to-device communications. IEEE Trans Wirel Commun 17(1):56–70. https://doi.org/10.1109/TWC.2017.2762661 CrossRef

52.

Lee S, Huang K (2012) Coverage and economy of cellular networks with many base stations. IEEE Commun Lett 16(7):1038–1040. https://doi.org/10.1109/LCOMM.2012.042512.120426 CrossRef

53.

Andrews JG, Baccelli F, Ganti RK (2011) A tractable approach to coverage and rate in cellular networks. IEEE Trans Commun 59(11):3122–3134. https://doi.org/10.1109/TCOMM.2011.100411.100541 CrossRef

54.

Haenggi M (2012) Stochastic geometry for wireless networks. Cambridge University Press, New YorkCrossRefMATH

Title: Performance Analysis of the Content Dissemination Mechanism with Proactive Content Fetching and Full-Duplex D2D Communication: an Evolutionary Perspective
Authors: Hua Qu
Gongye Ren
Jihong Zhao
Youwei Shi
Zhenjie Tan
Publication date: 24-10-2018
Publisher: Springer US
Published in: Mobile Networks and Applications / Issue 2/2019
Print ISSN: 1383-469X
Electronic ISSN: 1572-8153
DOI: https://doi.org/10.1007/s11036-018-1155-3

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