2D autoregressive model-based dynamic correlated massive MU-MIMO channel simulator

QC 20171023
To design a dynamic correlated channel simulator which can precisely depict the space-time correlation properties and be suitable for the massive multi-user multiple-input multiple-output (MU-MIMO) system, a 2D autoregressive (2D AR) model-based method is proposed. Specifically, by exploiting stationarity in space-time domain, the authors use 2D AR method to create the space-time channel matrices of every user separately. In this way, the space-time dimension of the simulated channel can be modified flexibly without rebuilding the 2D AR model, and spatial correlation matrix with excessively big size is not necessary to guarantee the accuracy of the proposed simulator, making it suitable for massive MU-MIMO system. Simulation results verify the advantages of the proposed simulator.

TEKNIK OCH TEKNOLOGIER Elektroteknik och elektronik hsv//swe
ENGINEERING AND TECHNOLOGY Electrical Engineering, Electronic Engineering, Information Engineering hsv//eng
MIMO communication
autoregressive processes
correlation methods
matrix algebra
2D autoregressive model
massive multiuser multiple-input multiple-output system
MU-MIMO system
space-time correlation properties
2D AR method
space-time channel matrices
space-time dimension
spatial correlation matrix
simulated channel

Ma, Linhua (författare)
Hu, Xing (författare)
Huang, ShaochengKTH,Teknisk informationsvetenskap(Swepub:kth)u132sklw (författare)
Liu, Shiping (författare)
KTHTeknisk informationsvetenskap (creator_code:org_t)

Ingår i:Electronics Letters: INST ENGINEERING TECHNOLOGY-IET53:170013-51941350-911X

Av författaren/redakt...: Huang, Tianyu; Ma, Linhua; Hu, Xing; Huang, Shaocheng; Liu, Shiping

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