Title
Linear Pre-Coding Performance in Measured Very-Large MIMO Channels
Abstract
Wireless communication using very-large multiple-input multiple-output (MIMO) antennas is a new research field, where base stations are equipped with a very large number of antennas as compared to previously considered systems. In theory, as the number of antennas increases, propagation properties that were random before start to become deterministic. Theoretical investigations with independent identically distributed (i.i.d.) complex Gaussian (Rayleigh fading) channels and unlimited number of antennas have been done, but in practice we need to know what benefits we can get from very large, but limited, number of antenna elements in realistic propagation environments. In this study we evaluate properties of measured residential-area channels, where the base station is equipped with 128 antenna ports. An important property to consider is the orthogonality between channels to different users, since this property tells us how advanced multi-user MIMO (MU-MIMO) pre-coding schemes we need in the downlink. We show that orthogonality improves with increasing number of antennas, but for two single-antenna users there is very little improvement beyond 20 antennas. We also evaluate sum-rate performance for two linear pre-coding schemes, zero-forcing (ZF) and minimum mean squared error (MMSE), as a function of the number of base station antennas. Already at 20 base station antennas these linear pre-coding schemes reach 98% of the optimal dirty-paper coding (DPC) capacity for the measured channels.
Year
DOI
Venue
2011
10.1109/VETECF.2011.6093291
VTC Fall
Keywords
Field
DocType
base station antennas,gaussian channels,complex gaussian channels,linear codes,precoding,optimal dirty-paper coding capacity,multiuser mimo pre-coding,very-large mimo channels,rayleigh fading channels,minimum mean squared error,wireless communication,antenna arrays,propagation properties,wireless channels,antenna elements,mimo communication,linear pre-coding,realistic propagation environments,mimo antennas,zero-forcing,multiple-input multiple-output antennas,rayleigh channels,residential-area channels,mean square error methods,antenna measurement,minimum mean square error,base station,correlation,antenna array,zero forcing,base stations
Base station,Spatial correlation,Rayleigh fading,Computer science,Orthogonality,MIMO,Minimum mean square error,Electronic engineering,Precoding,Telecommunications link
Conference
ISSN
ISBN
Citations 
1090-3038
978-1-4244-8328-0
81
PageRank 
References 
Authors
5.75
3
4
Name
Order
Citations
PageRank
Xiang Gao118513.42
Ove Edfors22221134.61
Fredrik Rusek32417144.66
Fredrik Tufvesson44565254.00