Spatial cross-correlation properties of MmWave massive MIMO channels

Rui Feng, Jie Huang, Jian Sun, Yi Tan, Cheng-Xiang Wang, Shidong Zhou

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

Abstract

To analyze the propagation characteristics of millimeter wave (mmWave) massive multiple-input multiple-output (MIMO) channels, channel measurements in an office environment using a vector network analyzer (VNA) are carried out. Detailed parameter settings of the measurement system and configuration of the large receiver (Rx) antenna array are introduced. Through dividing the Rx array into several sub-arrays, characteristics like spherical wavefront, non-stationarity, and cluster evolution over the array can be found with parameter estimation using the space alternating generalized expectation-maximization (SAGE) algorithm. For signals received by the virtual horizontal planar array, it is shown that the spatial cross-correlation functions (SCCFs) exhibit significant changes along different dimensions of the Rx horizontal planar array. Thus, it is worth taking the relative angle between transmitter (Tx) pointing direction and Rx array location into consideration while carrying out channel measurements. It is also verified that the SCCFs can be influenced by the measurement environment, the coordinates of antenna elements in the large array, as well as the operated frequencies.

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

Electric network analyzers
Wavefronts
Antenna arrays
Millimeter waves
Parameter estimation
Transmitters
Antennas

Keywords

  • 5G
  • Massive MIMO
  • millimeter wave
  • planar array
  • spatial cross-correlation function

ASJC Scopus subject areas

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

Cite this

Feng, R., Huang, J., Sun, J., Tan, Y., Wang, C-X., & Zhou, S. (2018). Spatial cross-correlation properties of MmWave massive MIMO channels. In 2017 IEEE/CIC International Conference on Communications in China (ICCC) [8330389] IEEE. https://doi.org/10.1109/ICCChina.2017.8330389
Feng, Rui ; Huang, Jie ; Sun, Jian ; Tan, Yi ; Wang, Cheng-Xiang ; Zhou, Shidong. / Spatial cross-correlation properties of MmWave massive MIMO channels. 2017 IEEE/CIC International Conference on Communications in China (ICCC). IEEE, 2018.
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Feng, R, Huang, J, Sun, J, Tan, Y, Wang, C-X & Zhou, S 2018, Spatial cross-correlation properties of MmWave massive MIMO channels. in 2017 IEEE/CIC International Conference on Communications in China (ICCC)., 8330389, IEEE. https://doi.org/10.1109/ICCChina.2017.8330389

Spatial cross-correlation properties of MmWave massive MIMO channels. / Feng, Rui; Huang, Jie; Sun, Jian; Tan, Yi; Wang, Cheng-Xiang; Zhou, Shidong.

2017 IEEE/CIC International Conference on Communications in China (ICCC). IEEE, 2018. 8330389.

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

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Feng R, Huang J, Sun J, Tan Y, Wang C-X, Zhou S. Spatial cross-correlation properties of MmWave massive MIMO channels. In 2017 IEEE/CIC International Conference on Communications in China (ICCC). IEEE. 2018. 8330389 https://doi.org/10.1109/ICCChina.2017.8330389