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

Lin Xiang, Derrick Wing Kwan Ng, Xiaohu Ge, Zhiguo DIng, Vincent W.S. Wong, Robert Schober

Research output: Contribution to journalArticlepeer-review

37 Scopus citations

Abstract

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.

Original languageBritish English
Article number8675357
Pages (from-to)436-451
Number of pages16
JournalIEEE Journal on Selected Topics in Signal Processing
Volume13
Issue number3
DOIs
StatePublished - Jun 2019

Keywords

  • achievable rate region
  • caching
  • convex and nonconvex optimization
  • Non-orthogonal multiple access (NOMA)
  • Pareto optimality
  • radio resource allocation

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