Title :
Effects of Spatial Correlation on the Sum Rate Distribution of ZF Receivers in MU-MIMO Systems
Author :
Ou Zhao ; Murata, Hidekazu
Author_Institution :
Grad. Sch. of Inf., Kyoto Univ., Kyoto, Japan
Abstract :
The performance of multi-user multiple-input multiple-output (MU-MIMO) systems is not only affected by multi-path fading, but also by shadowing and path-loss. In this paper, we concentrate on the sum rate distribution of MU-MIMO systems employing linear zero-forcing receivers, accounting for both multi-path fading and shadowing effects, as well as spatial correlation at the transmit and receiver sides. In particular, we consider the classical spatially correlated lognormal model, and propose closed-form bounds on the distribution of achievable sum rates in MU-MIMO systems. With the help of these bounds, we derive a relationship between the inter-user distance and channel 10% outage sum rate under different environmental features. A practical conclusion from our results is that the effect of spatially correlated shadowing can be considered as independent when the inter-user distance is approximately five times the shadowing correlation distance. A detailed analysis of the effects of composite channel attenuation consisting of multi-path fading and shadowing is also provided.
Keywords :
MIMO communication; electromagnetic wave attenuation; fading channels; multipath channels; multiuser detection; radio receivers; radio transmitters; telecommunication network reliability; MU-MIMO system; ZF receiver sum rate distribution; channel outage sum rate; classical spatially correlated lognormal model; closed-form bounds; composite channel attenuation effects; interuser distance; linear zero-forcing transmitter; multipath fading effects; multiuser multiple input multiple output system; spatially correlated shadowing effects; Correlation; MIMO; Rayleigh channels; Receivers; Shadow mapping; Upper bound;
Conference_Titel :
Vehicular Technology Conference (VTC Spring), 2014 IEEE 79th
Conference_Location :
Seoul
DOI :
10.1109/VTCSpring.2014.7022898