Title :
Performance Analysis of Two???Dimensional Massive Antenna Arrays for Future Mobile Networks
Author :
Zhiyu Zhang ; Kah Chan Teh ; Kwok Hung Li
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Abstract :
In this paper, the performance of a massive multiple-antenna system under the pilot contamination effect is studied. A 2-D massive antenna array with a uniform circular array (UCA) topology at base stations (BSs) is considered. A 3-D spatial channel model with Von Mises Fisher (VMF) distribution is applied. It is shown that the interfering channels tend to fall into the null space of the desired user´s covariance matrix. The pilot contamination can be mitigated if the angle-of-arrival (AoA) pairs of the interfering users have a nonoverlapping region with the AoA of the desired user. The impact of the AoA distribution on the beam pattern is studied as well. Numerical results confirm the analysis and show that the mitigation of pilot contamination depends on the directional dispersion of the multipath AoA distribution.
Keywords :
5G mobile communication; antenna arrays; array signal processing; covariance matrices; direction-of-arrival estimation; mobile computing; radiofrequency interference; wireless channels; 2D massive antenna arrays; 3D spatial channel model; BS; UCA topology; VMF distribution; Von mises Fisher distribution; angle-of-arrival; base stations; covariance matrix; directional dispersion; future 5G mobile networks; interfering channels; massive multiple-antenna system; multipath AoA distribution; nonoverlapping region; performance analysis; pilot contamination effect; uniform circular array topology; Antenna arrays; Array signal processing; Channel estimation; Contamination; Covariance matrices; Dispersion; Three-dimensional displays; Channel estimation; Von Mises Fisher (VMF) distribution; Von Mises Fisher distribution; massive antenna arrays; null-steering beamforming; pilot contamination;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2014.2384006