학술논문

Spectral Efficiency of Very Large Multiuser MIMO Systems for Time-Selective Fading
Document Type
Conference
Source
2019 IEEE 89th Vehicular Technology Conference (VTC2019-Spring) Vehicular Technology Conference (VTC2019-Spring), Vehicular Technology Conference (VTC2019-Spring). :1-5 Apr, 2019
Subject
Aerospace
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Fields, Waves and Electromagnetics
Photonics and Electrooptics
Power, Energy and Industry Applications
Signal Processing and Analysis
Transportation
Uplink
Antenna arrays
Channel estimation
Fading channels
Receivers
Covariance matrices
Correlation
Language
ISSN
2577-2465
Abstract
This paper investigates the uplink asymptotic performance of single-cell multiuser multiple-input multiple-output(MU-MIMO) system with a very large antenna array for time-selective fading channels, resulting from user mobility. To exploit the temporal correlation of the channel, the Kalman filter (KF) is developed for channel estimation, followed by its asymptotic performance analysis. A lower bound on the uplink achievable rate is obtained in the asymptotic limit of a large number of time slots and a finite number of base station (BS) antennas for linear receivers, such as the maximum ratio combiner (MRC) and zero-forcing (ZF) receiver. In addition the pertinent power scaling law is also derived for a large number of antennas. Finally, simulation results are presented to validate the analytical results.