Energy-Efficient Power Control in Cell-Free and User-Centric Massive MIMO at Millimeter Wave
In a cell-free massive MIMO architecture a very large number of distributed access points simultaneously and jointly serves a much smaller number of mobile stations; a variant of the cell-free technique is the user-centric approach, wherein each access point just serves a reduced set of mobile stati...
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Published in | IEEE transactions on green communications and networking Vol. 3; no. 3; pp. 651 - 663 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
Piscataway
IEEE
01.09.2019
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subjects | |
Online Access | Get full text |
ISSN | 2473-2400 2473-2400 |
DOI | 10.1109/TGCN.2019.2908228 |
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Abstract | In a cell-free massive MIMO architecture a very large number of distributed access points simultaneously and jointly serves a much smaller number of mobile stations; a variant of the cell-free technique is the user-centric approach, wherein each access point just serves a reduced set of mobile stations. This paper introduces and analyzes the cell-free and user-centric architectures at millimeter wave frequencies, considering a training-based channel estimation phase, and the downlink and uplink data transmission phases. First of all, a multiuser clustered millimeter wave channel model is introduced in order to account for the correlation among the channels of nearby users; second, an uplink multiuser channel estimation scheme is described along with low-complexity hybrid analog/digital beamforming architectures. Third, the non-convex problem of power allocation for downlink global energy efficiency maximization is addressed. Interestingly, in the proposed schemes no channel estimation is needed at the mobile stations, and the beamforming schemes used at the mobile stations are channel-independent and have a very simple structure. Numerical results show the benefits granted by the power control procedure, that the considered architectures are effective, and permit assessing the loss incurred by the use of the hybrid beamformers and by the channel estimation errors. |
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AbstractList | In a cell-free massive MIMO architecture a very large number of distributed access points simultaneously and jointly serves a much smaller number of mobile stations; a variant of the cell-free technique is the user-centric approach, wherein each access point just serves a reduced set of mobile stations. This paper introduces and analyzes the cell-free and user-centric architectures at millimeter wave frequencies, considering a training-based channel estimation phase, and the downlink and uplink data transmission phases. First of all, a multiuser clustered millimeter wave channel model is introduced in order to account for the correlation among the channels of nearby users; second, an uplink multiuser channel estimation scheme is described along with low-complexity hybrid analog/digital beamforming architectures. Third, the non-convex problem of power allocation for downlink global energy efficiency maximization is addressed. Interestingly, in the proposed schemes no channel estimation is needed at the mobile stations, and the beamforming schemes used at the mobile stations are channel-independent and have a very simple structure. Numerical results show the benefits granted by the power control procedure, that the considered architectures are effective, and permit assessing the loss incurred by the use of the hybrid beamformers and by the channel estimation errors. |
Author | D'Elia, Ciro Buzzi, Stefano Zappone, Alessio Alonzo, Mario |
Author_xml | – sequence: 1 givenname: Mario orcidid: 0000-0003-1146-708X surname: Alonzo fullname: Alonzo, Mario email: mario.alonzo@unicas.it organization: Department of Electrical and Information Engineering, University of Cassino and Lazio Meridionale, Cassino, Italy – sequence: 2 givenname: Stefano orcidid: 0000-0003-0046-8968 surname: Buzzi fullname: Buzzi, Stefano email: buzzi@unicas.it organization: Department of Electrical and Information Engineering, University of Cassino and Lazio Meridionale, Cassino, Italy – sequence: 3 givenname: Alessio orcidid: 0000-0003-2581-939X surname: Zappone fullname: Zappone, Alessio email: alessio.zappone@l2s.centralesupelec.fr organization: LANEAS Group of the L2S, CentraleSupelec, CNRS, UnivParisSud, Université Paris-Saclay, Gif-sur-Yvette, France – sequence: 4 givenname: Ciro surname: D'Elia fullname: D'Elia, Ciro email: delia@unicas.it organization: Department of Electrical and Information Engineering, University of Cassino and Lazio Meridionale, Cassino, Italy |
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Snippet | In a cell-free massive MIMO architecture a very large number of distributed access points simultaneously and jointly serves a much smaller number of mobile... |
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SubjectTerms | 5G mobile communication Antenna arrays Array signal processing Beamforming Cell-free massive MIMO Channel estimation Computer Science Data transmission Downlink Energy efficiency millimeter wave Millimeter waves MIMO (control systems) MIMO communication Power control Power efficiency Power management Stations sum-rate Uplink user-centric approach wireless networks |
Title | Energy-Efficient Power Control in Cell-Free and User-Centric Massive MIMO at Millimeter Wave |
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