Graduate School and Research Center in Digital Sciences

Channel models, favorable propagation and multi-stage lineardetection in cell-free massive MIMO

Gholami, Roya; Cottatellucci, Laura; Slock, Dirk TM

ISIT 2020, IEEE International Symposium on Information Theory, 21-26 June 2020, Los Angeles, California, USA (Virtual Conference)

We consider a cell-free MIMO system in uplink, comprising a massive number of distributed transmit and receive antennas. In our distributed antenna system (DAS), transmit and receive antennas are distributed according to homogeneous point processes (PP) and the received signals are processed jointly at a central processing unit (CPU). In centralized massive MIMO systems, the phenomenon of favorable propagation has been observed: when the number of receive antennas tends to infinity while the number of transmit antennas remains finite, the users’channels become almost orthogonal and low complexity detection via matched filtering is almost optimal. We analyze the properties of DASs in asymptotic conditions when the network dimensions go to infinity with given intensities of the transmit and receive antenna PPs. We study the analytical conditions of favorable propagation in DASs with two kinds of channels, namely, channels with path loss and transmit and receive antennas in line of sight (LoS) or in multipath Rayleigh fading. We show that the analytical conditions of favorable propagation are satisfied for channels impaired by path loss and Rayleigh fading while they do not hold in the case of LoS channels, motivating the use and analysis of multi-stage receivers. Simulation results of the favorable propagation conditions and the performance of multi-stage detectors for finite systems validate the asymptotic analytical results.

Document Bibtex

Title:Channel models, favorable propagation and multi-stage lineardetection in cell-free massive MIMO
Type:Conference
Language:English
City:Los Angeles
Country:UNITED STATES
Date:
Department:Communication systems
Eurecom ref:6237
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Bibtex: @inproceedings{EURECOM+6237, year = {2020}, title = {{C}hannel models, favorable propagation and multi-stage lineardetection in cell-free massive {MIMO}}, author = {{G}holami, {R}oya and {C}ottatellucci, {L}aura and {S}lock, {D}irk {TM}}, booktitle = {{ISIT} 2020, {IEEE} {I}nternational {S}ymposium on {I}nformation {T}heory, 21-26 {J}une 2020, {L}os {A}ngeles, {C}alifornia, {USA} ({V}irtual {C}onference)}, address = {{L}os {A}ngeles, {UNITED} {STATES}}, month = {06}, url = {http://www.eurecom.fr/publication/6237} }
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