Video quality provisioning for millimeter wave 5G cellular networks with link outage

Jian, Qiao, Shen, Xuemin Sherman, Mark, Jon W., and Lei, Lei (2015) Video quality provisioning for millimeter wave 5G cellular networks with link outage. IEEE Transactions on Wireless Communications, 14 (10). pp. 5692-5703.

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Abstract

Millimeter wave (mmWave) communication is a promising solution for future fifth generation (5G) cellular networks to offer extremely high capacity. Because of the propagation characteristics of mmWave band, 5G users with high mobility in metropolitan areas could suffer frequent link outages resulting in challenges on video quality provisioning. In this paper, a playout buffer is used to regulate and maintain the video playout quality. We formulate the problem of using dynamically allocated bandwidth to charge the buffer as a Markov decision process (MDP), aiming to maximize video playout quality for all the users moving in the whole coverage area. Dynamic programming is adopted to solve the MDP problem with state aggregation considering the characteristics of mmWave network. Numerical results demonstrate that the resultant optimal policy of the MDP model can effectively maintain video playout quality for high-mobility users with intermittent mmWave connection.

Item ID: 53212
Item Type: Article (Research - C1)
ISSN: 1558-2248
Keywords: millimeter wave; 5G cellular networks; link outage; video quality provisioning
Date Deposited: 19 Jun 2018 23:42
FoR Codes: 10 TECHNOLOGY > 1005 Communications Technologies > 100510 Wireless Communications @ 100%
SEO Codes: 89 INFORMATION AND COMMUNICATION SERVICES > 8901 Communication Networks and Services > 890103 Mobile Data Networks and Services @ 100%
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