Sum Rate Analysis for Precoder Design in Distributed MIMO Systems Over Composite Fading Channels

In this paper, we consider the distributed multiple-input multiple-output systems which experience both the small-scale and large-scale fading. By employing the Rayleigh-lognormal model to characterize the composite fading channels, we derive the uplink sum rate in terms of the signal-to-noise ratio...

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Veröffentlicht in:IEEE access Jg. 6; S. 27480 - 27490
Hauptverfasser: Wang, Li, Li, Jiandong, Zhang, Jian-Kang, Dong, Zheng, Huang, Jinjing
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Piscataway IEEE 01.01.2018
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:
Antennas
Channels
Codes
composite fading channels
Distributed MIMO
Electronic mail
Fading
Fading channels
Loading
Mathematical models
MIMO (control systems)
MIMO communication
Optimization
precoder design
Receivers
Signal to noise ratio
sum rate
Transmitters
zero forcing
ISSN:2169-3536, 2169-3536
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Zusammenfassung:In this paper, we consider the distributed multiple-input multiple-output systems which experience both the small-scale and large-scale fading. By employing the Rayleigh-lognormal model to characterize the composite fading channels, we derive the uplink sum rate in terms of the signal-to-noise ratio for zero forcing (ZF) and ZF decision feedback receivers, respectively. Afterwards, we propose an optimal power loading strategy by constructing an optimization problem that maximizes the dominant term of the sum rate. Then on this basis, a two-stage precoder is designed to further improve the performance, where only the first and second order statistics of the channels are needed at the transmitters. Numerical simulations testify the effectiveness of the analytical sum rates and present the superiority of our optimal power loading strategy as well as the two-stage precoder.
Bibliographie:ObjectType-Article-1
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ISSN:2169-3536
2169-3536
DOI:10.1109/ACCESS.2018.2837057