Spectral-efficiency of cell-free massive MIMO with multicarrier-division duplex
Spectral-efficiency of cell-free massive MIMO with multicarrier-division duplex
A multicarrier-division duplex (MDD)-based cell-free (CF) scheme, namely MDD-CF, is proposed, which enables downlink (DL) data and uplink (UL) data or pilots to be concurrently transmitted on mutually orthogonal subcarriers in distributed CF massive MIMO (mMIMO) systems. To demonstrate the advantages of MDD-CF, we firstly study the spectral-efficiency (SE) performance in terms of one coherence time (CT) interval associated with access point (AP)-selection, power- and subcarrier-allocation. Since the formulated SE optimization is a mixed-integer non-convex problem that is NP-hard to solve, we leverage the inherent association between involved variables to transform it into a continuous-integer convex-concave problem. Then, a quadratic transform (QT)-assisted iterative algorithm is proposed to achieve SE maximization. Next, we extend our study to the case of one radio frame consisting of several CT intervals. In this regard, a novel two-phase CT interval (TPCT) scheme is designed to not only improve the SE in radio frame but also provide consistent data transmissions over fast time-varying channels. Correspondingly, to facilitate the optimization, we propose a two-step iterative algorithm by building the connections between two phases in TPCT through an iteration factor. Simulation results show that, MDD-CF can significantly outperform in-band full duplex (IBFD)-CF due to the efficient interference management. Furthermore, compared with time-division duplex (TDD)-CF, MDD-CF is more robust to high-mobility scenarios and achieves better SE performance.
Cell-free, Data communication, Dynamic range, Optimization, Receivers, Time-frequency analysis, Training, Transforms, in-band full-duplex, multicarrier-division duplex, time-division duplex
Li, Bohan
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Yang, Lie-Liang
ae425648-d9a3-4b7d-8abd-b3cfea375bc7
Maunder, Robert G.
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Sun, Songlin
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Xiao, Pei
48e5c554-b0e2-41a9-bf48-546628bc4bcc
Li, Bohan
79b7a5a4-0966-4611-805b-621d4ff9abb5
Yang, Lie-Liang
ae425648-d9a3-4b7d-8abd-b3cfea375bc7
Maunder, Robert G.
76099323-7d58-4732-a98f-22a662ccba6c
Sun, Songlin
c15a4bac-3d96-49ee-aa22-4e9a0e9393d1
Xiao, Pei
48e5c554-b0e2-41a9-bf48-546628bc4bcc
Li, Bohan, Yang, Lie-Liang, Maunder, Robert G., Sun, Songlin and Xiao, Pei
(2022)
Spectral-efficiency of cell-free massive MIMO with multicarrier-division duplex.
IEEE Transactions on Vehicular Technology.
(doi:10.1109/TVT.2022.3217739).
Abstract
A multicarrier-division duplex (MDD)-based cell-free (CF) scheme, namely MDD-CF, is proposed, which enables downlink (DL) data and uplink (UL) data or pilots to be concurrently transmitted on mutually orthogonal subcarriers in distributed CF massive MIMO (mMIMO) systems. To demonstrate the advantages of MDD-CF, we firstly study the spectral-efficiency (SE) performance in terms of one coherence time (CT) interval associated with access point (AP)-selection, power- and subcarrier-allocation. Since the formulated SE optimization is a mixed-integer non-convex problem that is NP-hard to solve, we leverage the inherent association between involved variables to transform it into a continuous-integer convex-concave problem. Then, a quadratic transform (QT)-assisted iterative algorithm is proposed to achieve SE maximization. Next, we extend our study to the case of one radio frame consisting of several CT intervals. In this regard, a novel two-phase CT interval (TPCT) scheme is designed to not only improve the SE in radio frame but also provide consistent data transmissions over fast time-varying channels. Correspondingly, to facilitate the optimization, we propose a two-step iterative algorithm by building the connections between two phases in TPCT through an iteration factor. Simulation results show that, MDD-CF can significantly outperform in-band full duplex (IBFD)-CF due to the efficient interference management. Furthermore, compared with time-division duplex (TDD)-CF, MDD-CF is more robust to high-mobility scenarios and achieves better SE performance.
Text
Spectral-Efficiency of Cell-Free massive MIMO with Multi-carrier-Division Duplex
- Accepted Manuscript
More information
e-pub ahead of print date: 27 October 2022
Additional Information:
The project was supported in part by the EPSRC, UK, under Project EP/P034284/1
and EP/P03456X/1, and in part by the Innovate UK project.
Keywords:
Cell-free, Data communication, Dynamic range, Optimization, Receivers, Time-frequency analysis, Training, Transforms, in-band full-duplex, multicarrier-division duplex, time-division duplex
Identifiers
Local EPrints ID: 473945
URI: http://eprints.soton.ac.uk/id/eprint/473945
ISSN: 0018-9545
PURE UUID: bc0ef672-d9c3-429d-a08b-609dfdd49c26
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Date deposited: 06 Feb 2023 17:36
Last modified: 17 Mar 2024 03:14
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Contributors
Author:
Bohan Li
Author:
Lie-Liang Yang
Author:
Robert G. Maunder
Author:
Songlin Sun
Author:
Pei Xiao
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