Proactive Caching for Mobile Video Streaming in Millimeter Wave 5G Networks

IEEE Transactions on Wireless Communications

Volumn 15, Issue 10, 2016, Pages 7187-7198

  Qiao, Jian ^a,b   He, Yejun ^a   Shen, Xuemin ^b  

^a SHENZHEN UNIVERSITY   (China)

^b UNIVERSITY OF WATERLOO   (Canada)

Author keywords

5G; directional antenna; millimeter wave; Mobile video streaming; proactive caching

Indexed keywords

ANTENNAS; BANDWIDTH; BASE STATIONS; CACHE MEMORY; COMMUNICATION CHANNELS (INFORMATION THEORY); COMPLEX NETWORKS; DIRECTIVE ANTENNAS; DYNAMIC PROGRAMMING; MARKOV PROCESSES; MILLIMETER WAVES; MOBILE TELECOMMUNICATION SYSTEMS; QUEUEING NETWORKS;

ADVANCED APPLICATIONS; CELL DECOMPOSITION METHODS; DIRECTIONAL ANTENNA; DYNAMIC PROGRAMMING PROBLEMS; MARKOV DECISION PROCESSES; MILLIMETER WAVES (MMWAVE); MOBILE VIDEO STREAMING; PROACTIVE CACHING;

VIDEO STREAMING;

EID: 84994531650     PISSN: 15361276     EISSN: None     Source Type: Journal    
DOI: 10.1109/TWC.2016.2598748     Document Type: Article

References (26)

1. T. S. Rappaport et al., "Millimeter wave mobile communications for 5G cellular: It will work!" IEEE Access, vol. 1, pp. 335-349, May 2013.
2. K. Zheng, L. Zhao, J. Mei, M. Dohler, W. Xiang, and Y. Peng, "10 Gb/s HetSNet with millimeter-wave communications: Access and networking-Challenges and protocols," IEEE Commun. Mag., vol. 53, no. 1, pp. 222-231, Jan. 2015.
3. J. Qiao, X. Shen, J. W. Mark, Q. Shen, Y. He, and L. Lei, "Enabling device-to-device communications in millimeter-wave 5G cellular networks," IEEE Commun. Mag., vol. 53, no. 1, pp. 209-215, Jan. 2015.
4. J. G. Andrews et al., "What will 5G be?" IEEE J. Sel. Areas Commun., vol. 32, no. 6, pp. 1065-1082, Jun. 2014.
5. M. R. Akdeniz et al., "Millimeter wave channel modeling and cellular capacity evaluation," IEEE J. Sel. Areas Commun., vol. 32, no. 6, pp. 1164-1179, Jun. 2014.
6. J. Qiao, L. X. Cai, X. Shen, and J. W. Mark, "Enabling multi-hop concurrent transmissions in 60 GHz wireless personal area networks," IEEE Trans. Wireless Commun., vol. 10, no. 11, pp. 3824-3833, Nov. 2011.
7. Z. Pi and F. Khan, "An introduction to millimeter-wave mobile broadband systems," IEEE Commun. Mag., vol. 49, no. 6, pp. 101-107, Jun. 2011.
8. J. G. Andrews, "Seven ways that HetNets are a cellular paradigm shift," IEEE Commun. Mag., vol. 51, no. 3, pp. 136-144, Mar. 2013.
9. A. Osseiran et al., "Scenarios for 5G mobile and wireless communications: The vision of the METIS project," IEEE Commun. Mag., vol. 52, no. 5, pp. 26-35, May 2014.
10. X. Pei, T. Jiang, D. Qu, G. Zhu, and J. Liu, "Radio-resource management and access-control mechanism based on a novel economic model in heterogeneous wireless networks," IEEE Trans. Veh. Technol., vol. 59, no. 6, pp. 3047-3056, Jul. 2010.
11. M. Ismail and W. Zhuang, "A distributed multi-service resource allocation algorithm in heterogeneous wireless access medium," IEEE J. Sel. Areas Commun., vol. 30, no. 2, pp. 425-432, Feb. 2012.
12. J. Huang, Z. Li, M. Chiang, and A. K. Katsaggelos, "Joint source adaptation and resource allocation for multi-user wireless video streaming," IEEE Trans. Circuits Syst. Video Technol., vol. 18, no. 5, pp. 582-595, May 2008.
13. J. Xu, Y. Andrepoulos, Y. Xiao, and M. van der Schaar, "Non-stationary resource allocation policies for delay-constrained video streaming: Application to video over Internet-of-Things-enabled networks," IEEE J. Sel. Areas Commun., vol. 32, no. 4, pp. 782-794, Apr. 2014.
14. T. H. Luan, L. X. Cai, and X. Shen, "Impact of network dynamics on user's video quality: Analytical framework and QoS provision," IEEE Trans. Multimedia, vol. 12, no. 1, pp. 64-78, Jan. 2010.
15. Y. Liu, L. Guo, F. Li, and S. Chen, "An empirical evaluation of battery power consumption for streaming data transmission to mobile devices," in Proc. ACM Int. Conf. Multimedia, Nov. 2011, pp. 473-482.
16. J. He, Z. Xue, D. Wu, D. O. Wu, and Y. Wen, "CBM: Online strategies on cost-aware buffer management for mobile video streaming," IEEE Trans. Multimedia, vol. 16, no. 1, pp. 242-252, Jan. 2014.
17. J. Qiao, X. Shen, J. W. Mark, and L. Lei, "Video quality provisioning for millimeter wave 5G cellular networks with link outage," IEEE Trans. Wireless Commun., vol. 14, no. 10, pp. 5692-5703, Oct. 2015.
18. H. Ahlehagh and S. Dey, "Video caching in radio access network: Impact on delay and capacity," in Proc. IEEE WCNC, Apr. 2012, pp. 2276-2281.
19. E. Bastug, M. Bennis, and M. Debbah, "Living on the edge: The role of proactive caching in 5G wireless networks," IEEE Commun. Mag., vol. 52, no. 8, pp. 82-89, Aug. 2014.
20. S. Zhou, J. Gong, Z. Zhou, W. Chen, and Z. Niu, "Green Delivery: Proactive content caching and push with energy-harvesting-based small cells," IEEE Commun. Mag., vol. 53, no. 4, pp. 142-149, Apr. 2015.
21. A. Mishra, M. Shin, and W. A. Arbaush, "Context caching using neighbor graphs for fast handoffs in a wireless network," in Proc. IEEE INFOCOM, Mar. 2004, pp. 351-361.
22. J. Qiao, X. Shen, J. W. Mark, and Y. He, "MAC-layer concurrent beamforming protocol for indoor millimeter-wave networks," IEEE Trans. Veh. Technol., vol. 64, no. 1, pp. 327-338, Jan. 2015.
23. D. Niyato and E. Hossain, "WLC04-5: Bandwidth allocation in 4G heterogeneous wireless access networks: A noncooperative game theoretical approach," in Proc. IEEE GLOBECOM, Nov./Dec. 2006, pp. 1-5.
24. A. Demers, S. Keshav, and S. Shenker, "Analysis and simulation of a fair queueing algorithm," ACM SIGCOMM Comput. Commun. Rev., vol. 19, no. 4, pp. 1-12, Sep. 1989.
25. M. L. Puterman, Markov Decision Processes: Discrete Stochastic Dynamic Programming. New York, NY, USA: Wiley, 1994.
26. D. P. Bertsekas, Dynamic Programming and Optimal Control, 3rd ed., vol. I and II. Belmont, MA, USA: Athena Scientific, 2011.