Performance Analysis of MIMO-NOMA Systems with Randomly Deployed Users

Zheng Shi, Guanghua Yang, Yaru Fu, Hong Wang, Shaodan Ma

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

8 Citations (Scopus)

Abstract

This paper investigates the performance of Multiple-input multiple-output non-orthogonal multiple access (MIMO-NOMA) systems with randomly deployed users, where the randomly deployed NOMA users follow Poisson point process (PPP), the spatial correlation between MIMO channels are characterized by using Kronecker model, and the composite channel model is used to capture large- scale fading as well as small-scale fading. The spatial randomness of users' distribution, the spatial correlation among antennas and large-scale fading will severally impact the system performance, but they are seldom considered in prior literature for MIMO-NOMA systems, and the consideration of all these impact factors challenges the analysis. Based on zero-forcing (ZF) detection, the exact expressions for both the average outage probability and the average goodput are derived in closed-form. Moreover, the asymptotic analyses are conducted for both high signal-to-noise ratio (SNR) (small cell radius) and low SNR (large cell radius) to gain more insightful results. In particular, the diversity order is given by \delta = {{N-r} - {M} + 1}, the average outage probability of k-th nearest user to the base station follows a scaling law of O\left({D{\alpha \left( {{N-r} - {M} + 1} \right) + 2k}}\right), the average goodput scales as O({D{2}}) and O({D{-2}}) as D \to 0 and D \to \infty, respectively, where N-r, +, \alpha and D stand for the number of receive antennas, the total number of data streams, the path loss exponent and the cell radius, respectively. The analytical results are finally validated through the numerical analysis.

Original languageEnglish
Title of host publication2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings
ISBN (Electronic)9781538647271
DOIs
Publication statusPublished - 2018
Externally publishedYes
Event2018 IEEE Global Communications Conference, GLOBECOM 2018 - Abu Dhabi, United Arab Emirates
Duration: 9 Dec 201813 Dec 2018

Publication series

Name2018 IEEE Global Communications Conference, GLOBECOM 2018 - Proceedings

Conference

Conference2018 IEEE Global Communications Conference, GLOBECOM 2018
Country/TerritoryUnited Arab Emirates
CityAbu Dhabi
Period9/12/1813/12/18

Keywords

  • MIMO
  • NOMA
  • order statistics.
  • zero-forcing

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