Cache-Aided Non-Orthogonal Multiple Access: The Two-User Case

被引:29
|
作者
Xiang, Lin [1 ]
Ng, Derrick Wing Kwan [2 ]
Ge, Xiaohu [3 ]
Ding, Zhiguo [4 ]
Wong, Vincent W. S. [5 ]
Schober, Robert [6 ]
机构
[1] Univ Luxembourg, Interdisciplinary Ctr Secur Reliabil & Trust, L-1855 Luxembourg, Luxembourg
[2] Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, Australia
[3] Huazhong Univ Sci & Technol, Sch Elect Informat & Commun, Wuhan 430074, Hubei, Peoples R China
[4] Univ Manchester, Sch Elect & Elect Engn, Manchester M13 9PL, Lancs, England
[5] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V6T 1Z4, Canada
[6] Friedrich Alexander Univ Erlangen Nuremberg, Inst Digital Commun, D-91058 Erlangen, Germany
基金
加拿大自然科学与工程研究理事会; 澳大利亚研究理事会;
关键词
Non-orthogonal multiple access (NOMA); caching; achievable rate region; radio resource allocation; convex and nonconvex optimization; Pareto optimality; DELIVERY; NETWORKS; CHANNEL;
D O I
10.1109/JSTSP.2019.2907864
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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 cacheaided 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.
引用
收藏
页码:436 / 451
页数:16
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