System Design and Parameter Optimization for Remote Coverage from NOMA-Based High-Altitude Platform Stations (HAPS)

Sidrah Javed*, Mohamed Slim Alouini

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

2 Scopus citations

Abstract

Stratospheric solar-powered high-altitude platform station (HAPS) can provide line-of-sight (LoS) communications to the ground users in its ultra-wide coverage area. This paper addresses the challenge of HAPS communication system design especially the access link. We propose to divide the ground users into multiple user-groups and serve each group by a high-density dynamically steerable spotbeam, generated by the phased array antennas mounted on HAPS. We employ time-division multiplexing (TDM) to serve different user groups and non-orthogonal multiple access (NOMA) to simultaneously serve all users within a usergroup. We formulate user grouping problem as an equivalent geometric disk cover (GDC) problem and beam optimization problem as a minimum enclosing circle (MEC) problem. We present the optimization framework to jointly design user grouping, user association, beam optimization, and power allocation aiming at sum rate maximization while guaranteeing the quality-of-service (QoS) with limited power budget. System performance is assessed using the key metrics such as signal-to-interference noise ratio (SINR), achievable data rate, average energy efficiency (AEE), average spectral efficiency (ASE), user fairness and outage probability. We observe upto 42% reduction in required groups, 5dB increase in received SINR, 37.5% improvement in energy efficiency, 57.9% rise in spectral efficiency, 22% enhanced user fairness, 65% surge in achievable data rates and ten-folds reduction in outage with the proposed optimization framework over conventional schemes using system-level simulations. Our findings reveal the significance of joint design of system parameters for enhanced performance, optimum energy utilization, and resource allocation.

Original languageEnglish (US)
Pages (from-to)1387-1400
Number of pages14
JournalIEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
Volume24
Issue number2
DOIs
StatePublished - 2025

Bibliographical note

Publisher Copyright:
© 2002-2012 IEEE.

Keywords

  • 6G
  • beam location
  • beam optimization
  • high-altitude pseudo-satellites
  • Non-orthogonal multiple access
  • outage performance
  • resource allocation
  • sum rate maximization
  • unmanned aerial vehicles
  • user association
  • user grouping

ASJC Scopus subject areas

  • Computer Science Applications
  • Electrical and Electronic Engineering
  • Applied Mathematics

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