Performance comparison of six massive MIMO channel models

Lu Bai, Cheng-Xiang Wang, Shangbin Wu, Carlos F. Lopez, Xiqi Gao, Wensheng Zhang, Yu Liu

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, six recently proposed massive multiple-input multiple-output (MIMO) channel models are described briefly, and their normalized channel capacities and spatial cross-correlation functions (CCFs) are further compared. Among these models, two dimensional (2D) elliptical model, 2D parabolic model, three dimensional (3D) twin-cluster model, 3D 5G channel model, and 3D ellipsoid model are geometry-based stochastic models (GBSMs), while 2D Kronecker-based stochastic model with birth-death (BD) process on the array axis (KBSM-BD-AA) is a correlation-based stochastic model (CBSM). The 3D channel characteristics considering the elevation angles of massive MIMO channels, and 2D channel characteristics are investigated. The simulation results show that the spatial CCFs and channel capacities of 3D channel models are larger than those of the corresponding 2D channel models.

Original languageEnglish
Title of host publication2017 IEEE/CIC International Conference on Communications in China (ICCC)
PublisherIEEE
ISBN (Electronic)9781538645024
DOIs
Publication statusPublished - 5 Apr 2018

Fingerprint

Stochastic models
Channel capacity
Geometry

Keywords

  • CBSM
  • GBSM
  • Massive MIMO channel models
  • normalized channel capacities
  • spatial CCFs

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Computer Science Applications
  • Signal Processing

Cite this

Bai, L., Wang, C-X., Wu, S., Lopez, C. F., Gao, X., Zhang, W., & Liu, Y. (2018). Performance comparison of six massive MIMO channel models. In 2017 IEEE/CIC International Conference on Communications in China (ICCC) [8330375] IEEE. https://doi.org/10.1109/ICCChina.2017.8330375
Bai, Lu ; Wang, Cheng-Xiang ; Wu, Shangbin ; Lopez, Carlos F. ; Gao, Xiqi ; Zhang, Wensheng ; Liu, Yu. / Performance comparison of six massive MIMO channel models. 2017 IEEE/CIC International Conference on Communications in China (ICCC). IEEE, 2018.
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Bai, L, Wang, C-X, Wu, S, Lopez, CF, Gao, X, Zhang, W & Liu, Y 2018, Performance comparison of six massive MIMO channel models. in 2017 IEEE/CIC International Conference on Communications in China (ICCC)., 8330375, IEEE. https://doi.org/10.1109/ICCChina.2017.8330375

Performance comparison of six massive MIMO channel models. / Bai, Lu; Wang, Cheng-Xiang; Wu, Shangbin; Lopez, Carlos F.; Gao, Xiqi; Zhang, Wensheng; Liu, Yu.

2017 IEEE/CIC International Conference on Communications in China (ICCC). IEEE, 2018. 8330375.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Bai L, Wang C-X, Wu S, Lopez CF, Gao X, Zhang W et al. Performance comparison of six massive MIMO channel models. In 2017 IEEE/CIC International Conference on Communications in China (ICCC). IEEE. 2018. 8330375 https://doi.org/10.1109/ICCChina.2017.8330375