High-SNR Capacity Analysis of mmWave Systems under Finite-Dimensional Channel Model

  • Xi Yang
  • , Xiao Li
  • , Shengli Zhang
  • , Shi Jin

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

1 Scopus citations

Abstract

This paper investigates the high signal-To-noise ratio (SNR) ergodic capacity of point-To-point millimeter wave systems under finite-dimensional channel model. We first derive a closed-form expression for the high-SNR ergodic channel capacity under arbitrary antenna configurations and arbitrary number of paths when the transmitter and receiver spatial correlation matrices are non-singular. Then, novel closed-form tight upper bounds and approximations for the high-SNR ergodic capacity are obtained by means of Jensen's inequality and order statistics. The results show that the high-SNR ergodic capacity increases logarithmically with the eigenvalues of spatial correlation matrices and the transmit SNR per antenna. Moreover, it is interesting that the upper bounds and approximations derived from the combination of Jensen's inequality and order statistics exhibit better performance than the other with only Jensen's inequality. Monte-Carlo simulations are performed to validate our analytical results.

Original languageEnglish
Title of host publication2018 10th International Conference on Wireless Communications and Signal Processing, WCSP 2018
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781538661192
DOIs
StatePublished - 30 Nov 2018
Externally publishedYes
Event10th International Conference on Wireless Communications and Signal Processing, WCSP 2018 - Hangzhou, China
Duration: 18 Oct 201820 Oct 2018

Publication series

Name2018 10th International Conference on Wireless Communications and Signal Processing, WCSP 2018

Conference

Conference10th International Conference on Wireless Communications and Signal Processing, WCSP 2018
Country/TerritoryChina
CityHangzhou
Period18/10/1820/10/18

Keywords

  • High-SNR ergodic capacity
  • finitedimensional channel model
  • mmWave
  • order statistics

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