TY - JOUR
T1 - Cache-Aided Non-Orthogonal Multiple Access
T2 - The Two-User Case
AU - Xiang, Lin
AU - Ng, Derrick Wing Kwan
AU - Ge, Xiaohu
AU - DIng, Zhiguo
AU - Wong, Vincent W.S.
AU - Schober, Robert
N1 - Funding Information:
Manuscript received September 13, 2018; revised January 28, 2019; accepted March 16, 2019. Date of publication March 27, 2019; date of current version May 22, 2019. The work of L. Xiang was supported by the FNR CORE projects ROSETTA (11632107) and ProCAST under Grant R-AGR-3415-10. The work of D. W. K. Ng was supported under Australian Research Council’s Discovery Early Career Researcher Award funding scheme (DE170100137). The work of X. Ge was supported by the National Key Research and Development Program of China under Grant 2017YFE0121600. The work of V. W. S. Wong was supported by the Natural Sciences and Engineering Research Council of Canada. The work of R. Schober was supported by the Alexander von Humboldt Professorship Program. This paper was presented in part at the IEEE International Conference on Communications (ICC), Kansas City, MO, USA, May 2018 [1] and in the Ph.D. thesis of L. Xiang [2]. The guest editor coordinating the review of this paper and approving it for publication was Dr. George K. Karagiannidis. (Corresponding author: Xiaohu Ge.) L. Xiang is with the Interdisciplinary Centre for Security, Reliability and Trust, University of Luxembourg, Luxembourg L-1855, Luxembourg (e-mail:, [email protected]).
Publisher Copyright:
© 2007-2012 IEEE.
PY - 2019/6
Y1 - 2019/6
N2 - In this paper, we propose a cache-aided non-orthogonal multiple access (NOMA) scheme for spectrally efficient downlink transmission. The proposed scheme not only reaps the benefits associated with NOMA and caching, but also exploits the data cached at the users for interference cancelation. As a consequence, caching can help to reduce the residual interference power, making multiple decoding orders at the users feasible. The resulting flexibility in decoding can be exploited for improved NOMA detection. We characterize the achievable rate region of cache-aided NOMA and derive the Pareto optimal rate tuples forming the boundary of the rate region. Moreover, we optimize cache-aided NOMA for minimization of the time required for completing file delivery. The optimal decoding order and the optimal transmit power and rate allocation are derived as functions of the cache status, the file sizes, and the channel conditions. Simulation results confirm that, compared to several baseline schemes, the proposed cache-aided NOMA scheme significantly expands the achievable rate region and increases the sum rate for downlink transmission, which translates into substantially reduced file delivery times.
AB - In this paper, we propose a cache-aided non-orthogonal multiple access (NOMA) scheme for spectrally efficient downlink transmission. The proposed scheme not only reaps the benefits associated with NOMA and caching, but also exploits the data cached at the users for interference cancelation. As a consequence, caching can help to reduce the residual interference power, making multiple decoding orders at the users feasible. The resulting flexibility in decoding can be exploited for improved NOMA detection. We characterize the achievable rate region of cache-aided NOMA and derive the Pareto optimal rate tuples forming the boundary of the rate region. Moreover, we optimize cache-aided NOMA for minimization of the time required for completing file delivery. The optimal decoding order and the optimal transmit power and rate allocation are derived as functions of the cache status, the file sizes, and the channel conditions. Simulation results confirm that, compared to several baseline schemes, the proposed cache-aided NOMA scheme significantly expands the achievable rate region and increases the sum rate for downlink transmission, which translates into substantially reduced file delivery times.
KW - achievable rate region
KW - caching
KW - convex and nonconvex optimization
KW - Non-orthogonal multiple access (NOMA)
KW - Pareto optimality
KW - radio resource allocation
UR - http://www.scopus.com/inward/record.url?scp=85066404227&partnerID=8YFLogxK
U2 - 10.1109/JSTSP.2019.2907864
DO - 10.1109/JSTSP.2019.2907864
M3 - Article
AN - SCOPUS:85066404227
SN - 1932-4553
VL - 13
SP - 436
EP - 451
JO - IEEE Journal on Selected Topics in Signal Processing
JF - IEEE Journal on Selected Topics in Signal Processing
IS - 3
M1 - 8675357
ER -