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Fundamental Asymptotic Behavior of (Two-User) Distributed Massive MIMO
Univ Pisa, Italy.
Linköpings universitet, Institutionen för systemteknik, Kommunikationssystem. Linköpings universitet, Tekniska fakulteten.ORCID-id: 0000-0002-5954-434X
Nokia Bell Labs, France.
2018 (Engelska)Ingår i: 2018 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), IEEE , 2018Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

This paper considers the uplink of a distributed Massive MIMO network where N base stations (BSs), each equipped with M antennas, receive data from K = 2 users. We study the asymptotic spectral efficiency (as M -amp;gt; infinity) with spatial correlated channels, pilot contamination, and different degrees of channel state information (CSI) and statistical knowledge at the BSs. By considering a two-user setup, we can simply derive fundamental asymptotic behaviors and provide novel insights into the structure of the optimal combining schemes. In line with In when global CSI is available at all BSs, the optimal minimum-mean squared error combining has an unbounded capacity as M -amp;gt; infinity, if the global channel covariance matrices of the users are asymptotically linearly independent. This result is instrumental to derive a suboptimal combining scheme that provides unbounded capacity as M -amp;gt; infinity using only local CSI and global channel statistics. The latter scheme is shown to outperform a generalized matched filter scheme, which also achieves asymptotic unbounded capacity by using only local CSI and global channel statistics, but is derived following [2] on the basis of a more conservative capacity bound.

Ort, förlag, år, upplaga, sidor
IEEE , 2018.
Serie
IEEE Global Communications Conference, ISSN 2334-0983
Nationell ämneskategori
Telekommunikation
Identifikatorer
URN: urn:nbn:se:liu:diva-158396DOI: 10.1109/GLOCOM.2018.8647938ISI: 000465774304153Scopus ID: 2-s2.0-85063532672ISBN: 978-1-5386-4727-1 (digital)OAI: oai:DiVA.org:liu-158396DiVA, id: diva2:1332812
Konferens
IEEE Global Communications Conference (GLOBECOM)
Tillgänglig från: 2019-06-28 Skapad: 2019-06-28 Senast uppdaterad: 2026-02-06

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