TY - JOUR
T1 - NOMA Assisted Wireless Caching
T2 - Strategies and Performance Analysis
AU - Ding, Zhiguo
AU - Fan, Pingzhi
AU - Karagiannidis, George K.
AU - Schober, Robert
AU - Poor, H. Vincent
N1 - Funding Information:
Manuscript received September 16, 2017; revised January 15, 2018 and April 4, 2018; accepted May 3, 2018. Date of publication May 29, 2018; date of current version October 16, 2018. The work of Z. Ding was supported by the UK Engineering and Physical Sciences Research Council under grant number EP/P009719/1 and by H2020-MSCA-RISE-2015 under grant number 690750. The work of P. Fan was supported by the National Natural Science Foundation of China under grant number 61731017, and the 111 Project (No.111-2-14). The work of R. Schober was supported by the Alexander von Humboldt Professorship Program. The work of H. V. Poor was supported by the U.S. National Science Foundation under Grants CNS-1702808 and ECCS-1647198. This work was presented in part at the IEEE International Conference on Communications (ICC), Kansas City, MO, May 2018 [1]. The associate editor coordinating the review of this paper and approving it for publication was M. Tao. (Corresponding author: Zhiguo Ding.) Z. Ding is with the Department of Electrical Engineering, Princeton University, Princeton, NJ 08544 USA, and also with the School of Electrical and Electronic Engineering, The University of Manchester, Manchester M13 9PL, U.K. (e-mail: [email protected]).
Publisher Copyright:
© 1972-2012 IEEE.
Copyright:
Copyright 2018 Elsevier B.V., All rights reserved.
PY - 2018/10/1
Y1 - 2018/10/1
N2 - Conventional wireless caching assumes that content can be pushed to local caching infrastructure during off-peak hours in an error-free manner; however, this assumption is not applicable if local caches need to be frequently updated via wireless transmission. This paper investigates a new approach to wireless caching for the situation in which cache content has to be updated during on-peak hours. Two non-orthogonal multiple access (NOMA) assisted caching strategies are developed, namely the push-then-deliver strategy and the push-and-deliver strategy. In the push-then-deliver strategy, the NOMA principle is applied to push more content files to the content servers during a short time interval reserved for content pushing in on-peak hours and to provide more connectivity for content delivery, compared to the conventional orthogonal multiple access (OMA) strategy. The push-and-deliver strategy is motivated by the fact that some users’ requests cannot be accommodated locally and the base station has to serve them directly. These events during the content delivery phase are exploited as opportunities for content pushing, which further facilitates the frequent update of the files cached at the content servers. It is also shown that this strategy can be straightforwardly extended to device-to-device caching, and various analytical results are developed to illustrate the superiority of the proposed caching strategies compared to OMA based schemes.
AB - Conventional wireless caching assumes that content can be pushed to local caching infrastructure during off-peak hours in an error-free manner; however, this assumption is not applicable if local caches need to be frequently updated via wireless transmission. This paper investigates a new approach to wireless caching for the situation in which cache content has to be updated during on-peak hours. Two non-orthogonal multiple access (NOMA) assisted caching strategies are developed, namely the push-then-deliver strategy and the push-and-deliver strategy. In the push-then-deliver strategy, the NOMA principle is applied to push more content files to the content servers during a short time interval reserved for content pushing in on-peak hours and to provide more connectivity for content delivery, compared to the conventional orthogonal multiple access (OMA) strategy. The push-and-deliver strategy is motivated by the fact that some users’ requests cannot be accommodated locally and the base station has to serve them directly. These events during the content delivery phase are exploited as opportunities for content pushing, which further facilitates the frequent update of the files cached at the content servers. It is also shown that this strategy can be straightforwardly extended to device-to-device caching, and various analytical results are developed to illustrate the superiority of the proposed caching strategies compared to OMA based schemes.
KW - Bandwidth
KW - Device-to-device communication
KW - Electronic mail
KW - NOMA
KW - Servers
KW - Wireless networks
UR - http://www.mendeley.com/research/noma-assisted-wireless-caching-strategies-performance-analysis
U2 - 10.1109/TCOMM.2018.2841929
DO - 10.1109/TCOMM.2018.2841929
M3 - Article
AN - SCOPUS:85047840258
SN - 0090-6778
VL - 66
SP - 4854
EP - 4876
JO - IEEE Transactions on Communications
JF - IEEE Transactions on Communications
IS - 10
M1 - 8368286
ER -