A comparative study on the spatial correlation characteristics of the 3GPP spatial channel model and the kronecker MIMO channel model

Chengxiang Wang, Xuemin Hong, Hanguang Wu, Wen Xu

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

Abstract

The performance of multiple input multiple output (MIMO) systems is greatly influenced by the spatial correlation properties of the underlying MIMO channels. This paper investigates the spatial correlation characteristics of the Spatial Channel Model (SCM) in the Third Generation Partnership Project (3GPP) and the Kronecker Based Stochastic Model (KBSM) at three levels, namely the cluster level, link level, and system level. The KBSM has the spatial separability at all the three levels. The SCM shows the spatial separability at the link and system levels, but not at the cluster level since its spatial correlation is related to the joint distribution of the angle of arrival (AoA) and angle of departure (AoD). The KBSM with the Gaussian shaped Power Azimuth Spectrum (PAS) is found to fit best the 3GPP SCM in terms of the spatial correlations. Despite of its simplicity and analytical tractability, the KBSM is restricted to model only the average spatial behavior of MIMO channels. The SCM provides more insights of the variations of different MIMO channel realizations but the implementation complexity is relatively high.

Original languageEnglish
Title of host publicationProceedings of the 7th World Wireless Congress
Pages239-244
Number of pages6
Volume2006
Publication statusPublished - 2006
Event7th World Wireless Congress - San Francisco, CA, United States
Duration: 23 May 200625 May 2006

Publication series

NameWorld Wireless Congress
ISSN (Print)1558-7835

Conference

Conference7th World Wireless Congress
Abbreviated titleWWC
CountryUnited States
CitySan Francisco, CA
Period23/05/0625/05/06

Fingerprint

Stochastic models
Power spectrum

Keywords

  • 3GPP SCM
  • Kronecker model
  • MIMO channel models
  • Spatial correlation characteristics

Cite this

Wang, C., Hong, X., Wu, H., & Xu, W. (2006). A comparative study on the spatial correlation characteristics of the 3GPP spatial channel model and the kronecker MIMO channel model. In Proceedings of the 7th World Wireless Congress (Vol. 2006, pp. 239-244). (World Wireless Congress).
Wang, Chengxiang ; Hong, Xuemin ; Wu, Hanguang ; Xu, Wen. / A comparative study on the spatial correlation characteristics of the 3GPP spatial channel model and the kronecker MIMO channel model. Proceedings of the 7th World Wireless Congress. Vol. 2006 2006. pp. 239-244 (World Wireless Congress).
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Wang, C, Hong, X, Wu, H & Xu, W 2006, A comparative study on the spatial correlation characteristics of the 3GPP spatial channel model and the kronecker MIMO channel model. in Proceedings of the 7th World Wireless Congress. vol. 2006, World Wireless Congress, pp. 239-244, 7th World Wireless Congress, San Francisco, CA, United States, 23/05/06.

A comparative study on the spatial correlation characteristics of the 3GPP spatial channel model and the kronecker MIMO channel model. / Wang, Chengxiang; Hong, Xuemin; Wu, Hanguang; Xu, Wen.

Proceedings of the 7th World Wireless Congress. Vol. 2006 2006. p. 239-244 (World Wireless Congress).

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

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Wang C, Hong X, Wu H, Xu W. A comparative study on the spatial correlation characteristics of the 3GPP spatial channel model and the kronecker MIMO channel model. In Proceedings of the 7th World Wireless Congress. Vol. 2006. 2006. p. 239-244. (World Wireless Congress).