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Massive MIMO Has Unlimited Capacity
Linköping University, Department of Electrical Engineering, Communication Systems. Linköping University, Faculty of Science & Engineering.ORCID iD: 0000-0002-5954-434X
Paris Saclay, France.
Univ Pisa, Italy.
2018 (English)In: IEEE Transactions on Wireless Communications, ISSN 1536-1276, E-ISSN 1558-2248, Vol. 17, no 1, p. 574-590Article in journal (Refereed) Published
Abstract [en]

The capacity of cellular networks can be improved by the unprecedented array gain and spatial multiplexing offered by Massive MIMO. Since its inception, the coherent interference caused by pilot contamination has been believed to create a finite capacity limit, as the number of antennas goes to infinity. In this paper, we prove that this is incorrect and an artifact from using simplistic channel models and suboptimal precoding/combining schemes. We show that with multicell MMSE precoding/combining and a tiny amount of spatial channel correlation or large-scale fading variations over the array, the capacity increases without bound as the number of antennas increases, even under pilot contamination. More precisely, the result holds when the channel covariance matrices of the contaminating users are asymptotically linearly independent, which is generally the case. If also the diagonals of the covariance matrices are linearly independent, it is sufficient to know these diagonals (and not the full covariance matrices) to achieve an unlimited asymptotic capacity.

Place, publisher, year, edition, pages
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC , 2018. Vol. 17, no 1, p. 574-590
Keywords [en]
Massive MIMO; ergodic capacity; asymptotic analysis; spatial correlation; multi-cell MMSE processing; pilot contamination
National Category
Telecommunications
Identifiers
URN: urn:nbn:se:liu:diva-144888DOI: 10.1109/TWC.2017.2768423ISI: 000422945400042OAI: oai:DiVA.org:liu-144888DiVA, id: diva2:1181671
Note

Funding Agencies|ELLIIT; Swedish Foundation for Strategic Research; EU FP7 [ICT-619086]; ERC [305123 MORE]

Available from: 2018-02-09 Created: 2018-02-09 Last updated: 2019-06-28

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Citation style
  • apa
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