An Experimental Study of Massive MIMO Properties in 5G Scenarios

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Abstract

Three main characteristics of massive multiple-input-multiple-output (MIMO) are studied. The widespread use of these characteristics and their lack of validation motivates this paper based in measurements. First, we study the channel hardening when the number of antennas in the base station (BS) increases. Second, we focus on the channel vector orthogonality between two users. Third, we investigate the rank of the spatial covariance matrix. The data used for this paper have been obtained in two measurement campaigns with all real antennas (i.e., neither virtual arrays nor virtual users). The first one has 64 BS elements arranged in 3 configurations, and it serves 8 users with 2 antennas each. The second campaign has 128 BS elements, serving 2 users with 2 antennas each. Both campaigns include line-of-sight and nonline-of-sight scenarios, designed according to the future 5G deployment scenarios. We show the rate of channel hardening when the number of BS elements increases. We evaluate the sum rate of two users at specific distances between them. We observe the large angular spread occupied by the user.

Original languageEnglish
Article number8471108
JournalI E E E Transactions on Antennas and Propagation
Volume66
Issue number12
Pages (from-to)7206-7215
Number of pages10
ISSN0018-926X
DOIs
Publication statusPublished - Dec 2018

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Base stations
Antennas
Hardening
Covariance matrix

Keywords

  • Channel measurements
  • linear antenna arrays
  • massive multiple-input-multiple-output (MIMO)
  • multiuser MIMO

Cite this

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title = "An Experimental Study of Massive MIMO Properties in 5G Scenarios",
abstract = "Three main characteristics of massive multiple-input-multiple-output (MIMO) are studied. The widespread use of these characteristics and their lack of validation motivates this paper based in measurements. First, we study the channel hardening when the number of antennas in the base station (BS) increases. Second, we focus on the channel vector orthogonality between two users. Third, we investigate the rank of the spatial covariance matrix. The data used for this paper have been obtained in two measurement campaigns with all real antennas (i.e., neither virtual arrays nor virtual users). The first one has 64 BS elements arranged in 3 configurations, and it serves 8 users with 2 antennas each. The second campaign has 128 BS elements, serving 2 users with 2 antennas each. Both campaigns include line-of-sight and nonline-of-sight scenarios, designed according to the future 5G deployment scenarios. We show the rate of channel hardening when the number of BS elements increases. We evaluate the sum rate of two users at specific distances between them. We observe the large angular spread occupied by the user.",
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An Experimental Study of Massive MIMO Properties in 5G Scenarios. / Martinez, Alex Oliveras; Nielsen, Jesper Ødum; Carvalho, Elisabeth De; Popovski, Petar.

In: I E E E Transactions on Antennas and Propagation, Vol. 66, No. 12, 8471108, 12.2018, p. 7206-7215.

Research output: Contribution to journalJournal articleResearchpeer-review

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