Title :
Asymptotic Distribution of System Capacity in Multiuser MIMO Systems with Large Number of Antennas
Author :
Minchae Jung ; Taehyung Kim ; Kyungsik Min ; Younsun Kim ; Juho Lee ; Sooyong Choi
Author_Institution :
Sch. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea
Abstract :
In this paper, an asymptotic distribution for the sum rate capacity is derived in zero-forcing beamforming (ZF-BF) based multiuser MIMO systems with a large number of base station (BS)antennas. By utilizing the characteristics of a large number of antennas and the central limit theorem, we prove that the asymptotic distribution for the sum rate capacity follows Gaussian distribution. Also we derive the mean and variance values for the asymptotic Gaussian distribution. Based on the asymptotic Gaussian distribution, we also obtain the outage probability for the sum rate capacity as a closed form. Simulation results show that the asymptotic Gaussian distribution is well follows the actual sum rate capacity, and the both asymptotic mean and variance value are also very accurate.
Keywords :
Gaussian distribution; MIMO communication; antenna arrays; array signal processing; error statistics; BS antennas; ZF-BF; asymptotic Gaussian distribution; base station antennas; central limit theorem; closed form; mean values; multiple-input multiple-output systems; multiuser MIMO systems; outage probability; sum rate capacity; variance values; zero-forcing beamforming; Antennas; Covariance matrices; Gaussian distribution; Interference; MIMO; Random variables; Signal to noise ratio;
Conference_Titel :
Vehicular Technology Conference (VTC Spring), 2013 IEEE 77th
Conference_Location :
Dresden
DOI :
10.1109/VTCSpring.2013.6692462