Resource optimization and power allocation in in-band full duplex-enabled non-orthogonal multiple access networks

Mohammed S. Elbamby, Mehdi Bennis, Walid Saad, Mérouane Debbah, Matti Latva-Aho

Research output: Contribution to journalArticlepeer-review

63 Citations (Scopus)

Abstract

In this paper, the problem of uplink (UL) and downlink (DL) resource optimization, mode selection, and power allocation is studied for wireless cellular networks under the assumption of in-band full duplex base stations, non-orthogonal multiple access (NOMA) operation, and queue stability constraints. The problem is formulated as a network utility maximization problem for which a Lyapunov framework is used to decompose it into two disjoint subproblems of auxiliary variable selection and rate maximization. The latter is further decoupled into a user association and mode selection (UAMS) problem and a UL/DL power optimization (UDPO) problem that are solved concurrently. The UAMS problem is modeled as a manyto-one matching problem whose goal is to associate users to small cell base stations and select transmission mode (half-/fullduplex and orthogonal/NOMA). Then, an algorithm is proposed to solve the problem by finding a pairwise stable matching. Subsequently, the UDPO problem is formulated as a sequence of convex problems and is solved using the concave-convex procedure. Simulation results demonstrate that the proposed scheme is effective in allocating UL and DL power levels after dynamically selecting the operating mode and the served users, under different traffic intensity conditions, network density, and self-interference cancellation capability. The proposed scheme is shown to achieve up to 63% and 73% of gains in UL and DL packet throughput, and 21% and 17% in UL and DL cell edge throughput, respectively, compared with the existing baseline schemes.

Original languageEnglish
Pages (from-to)2860-2873
Number of pages14
JournalIEEE Journal on Selected Areas in Communications
Volume35
Issue number12
DOIs
Publication statusPublished - Dec 2017

Bibliographical note

Publisher Copyright:
© 2017 IEEE.

Keywords

  • Interference management
  • Lyapunov optimization
  • Matching theory
  • Power optimization
  • Resource allocation
  • Successive interference cancellation

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