학술논문

MSE-Aware Performance Analysis in Multi-Cell Massive MIMO Systems Over Rician Fading
Document Type
Conference
Source
2024 IEEE 29th Asia Pacific Conference on Communications (APCC) Communications (APCC), 2024 IEEE 29th Asia Pacific Conference on. :283-288 Nov, 2024
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Fields, Waves and Electromagnetics
Signal Processing and Analysis
Closed-form solutions
Monte Carlo methods
Spectral efficiency
Rician channels
Channel estimation
Rayleigh channels
Downlink
Probability distribution
Performance analysis
Signal to noise ratio
Massive multiple-input multiple-output(MIMO)
MSE
Rician fading
asymptotic analysis
spectral efficiency
Language
Abstract
The performance of mean square error (MSE) in channel estimation for multi-cell massive multiple-input multiple-output (MIMO) systems with Rician fading is studied. In this report, we initially derive the closed-form expressions of the probability distribution function and cumulative distribution function of MSE, which are applicable for any number of base-station antennas M and any Rician K-factor. Furthermore, we perform an asymptotic analysis for both strong line-of-sight (LOS) and Rayleigh fading scenarios. Subsequently, we present closed-form expressions for the expectation of MSE $\left(\operatorname{Exp}_{\mathrm{mse}}\right)$ and the variance of MSE. Next, utilizing maximal-ratio combining detector, we investigate the relationship between achievable downlink spectral efficiency and $\operatorname{Exp}_{\mathrm{mse}}$. It is observed that as $\operatorname{Exp}_{\text {mse }}$ increases, the achievable downlink spectral efficiency constantly reduces, eventually reaches a given constant. Finally, Monte-Carlo simulations are performed to corroborate the results discussed earlier.