TY - JOUR
T1 - Uplink Performance of Multi-Antenna Cellular Networks with Co-Operative Base Stations and User-Centric Clustering
AU - Govindasamy, Siddhartan
AU - Bergel, Itsik
N1 - Publisher Copyright:
© 2002-2012 IEEE.
PY - 2018/4
Y1 - 2018/4
N2 - We consider a user-centric co-operative cellular network, where base stations (BSS) close to a mobile co-operate to detect its signal using a (joint) linear minimum-mean-square-error receiver. The BSS are at arbitrary positions and mobiles are modeled as a planar Poisson point process (PPP). Combining stochastic geometry and infinite-random-matrix theory, we derive a simple expression for the spectral efficiency of this complex system as the number of antennas grows large. This framework is applied to BS locations from PPPs and hexagonal grids and is validated through Monte Carlo simulations. The results reveal the influence of tangible system parameters, such as mobile and BS densities, number of antennas per BS, and number of co-operating BSS on achievable spectral efficiencies. Among other insights, we find that for a given BS density and a constraint on the total number of co-operating antennas, all co-operating antennas should be located at a single BS. On the other hand, in our asymptotic regime, for the same number of co-operating antennas, if the network is limited by the area density of antennas, then the number of co-operating BSS should be increased with a fewer antennas per BS.
AB - We consider a user-centric co-operative cellular network, where base stations (BSS) close to a mobile co-operate to detect its signal using a (joint) linear minimum-mean-square-error receiver. The BSS are at arbitrary positions and mobiles are modeled as a planar Poisson point process (PPP). Combining stochastic geometry and infinite-random-matrix theory, we derive a simple expression for the spectral efficiency of this complex system as the number of antennas grows large. This framework is applied to BS locations from PPPs and hexagonal grids and is validated through Monte Carlo simulations. The results reveal the influence of tangible system parameters, such as mobile and BS densities, number of antennas per BS, and number of co-operating BSS on achievable spectral efficiencies. Among other insights, we find that for a given BS density and a constraint on the total number of co-operating antennas, all co-operating antennas should be located at a single BS. On the other hand, in our asymptotic regime, for the same number of co-operating antennas, if the network is limited by the area density of antennas, then the number of co-operating BSS should be increased with a fewer antennas per BS.
KW - Cellular networks
KW - MIMO
KW - Poisson point process
KW - antenna arrays
KW - stochastic geometry
UR - http://www.scopus.com/inward/record.url?scp=85041532496&partnerID=8YFLogxK
U2 - 10.1109/TWC.2018.2801290
DO - 10.1109/TWC.2018.2801290
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AN - SCOPUS:85041532496
SN - 1536-1276
VL - 17
SP - 2703
EP - 2717
JO - IEEE Transactions on Wireless Communications
JF - IEEE Transactions on Wireless Communications
IS - 4
ER -