Improving Video Transmission in Cellular Networks with Cached and Segmented Video Download Algorithms

被引:5
作者
Al-Habashna, Ala'a [1 ]
Wainer, Gabriel [1 ]
机构
[1] Carleton Univ, Dept Syst & Comp Engn, Ottawa, ON, Canada
关键词
Cellular networks; LTE-A; Hit ratio; D2D communication; DEVICE;
D O I
10.1007/s11036-017-0906-x
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Satisfying the increasing demand for high data rates has become a main challenge for cellular network operators. Moreover, the demand for video traffic in cellular networks has been continuously increasing. In 2016, wireless video accounted for more than half of the total mobile data traffic, and it is expected to further increase in the upcoming years. This will increase the amount of data to be transmitted in cellular networks, and further increase the challenge for cellular network operators. Device-to-Device (D2D) communication, introduced by the Long Term Evolution-Advanced (LTE-A) standard, is a new communication technique that allows direct communication between devices in cellular networks without going through the Base-Station (BS). We present two algorithms for improving the throughput of video transmission in cellular networks. The algorithms are called Cached and Segmented Video Download (CSVD), and DIStributed, Cached, and Segmented video download (DISCS). The algorithms send segments of video files to selected User Equipments (UEs) in the cellular network, to cache and forward them to requesting UEs using D2D communication. We study the performance of both algorithms analytically in terms of the hit ratio. Furthermore, we use the Discrete EVent System Specification (DEVS) formalism to build an LTE-A network model and use the model to study the performance of CSVD and DISCS in terms of the cell's aggregate data rate as well as the average data rate. Simulation results show that CSVD and DISCS achieve significant performance improvements in terms of the aggregate and average data rates.
引用
收藏
页码:543 / 559
页数:17
相关论文
共 29 条
[1]  
Ahlehagh H., 2012, IEEE International Conference on Communications (ICC 2012), P7082, DOI 10.1109/ICC.2012.6364966
[2]  
Ahsan S., 2014, ARXIV14085777V1
[3]  
Al-Habashna A., 2016, P INT S PERF EV COMP, P473
[4]  
Al-Habashna A, 2015, Provisional patent, Patent No. [P47111, 47111]
[5]  
Al-Hashmi A.R., 2016, P 49 ANSS, P18
[6]  
Al-Hourani A, 2014, IEEE INT CONF COMM, P102, DOI 10.1109/ICCW.2014.6881180
[7]  
[Anonymous], 2009, 2009 IEEE INT C COMM
[8]  
[Anonymous], 2011, CISCO VISUAL NETWORK
[9]  
[Anonymous], 2015, TR36942 3GPP
[10]   A Survey on Device-to-Device Communication in Cellular Networks [J].
Asadi, Arash ;
Wang, Qing ;
Mancuso, Vincenzo .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2014, 16 (04) :1801-1819