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April 12, 2026Symmetry0 citationsOpen Access

A Teletraffic-Based Energy Efficiency Analysis of QoS-Constrained NOMA for Underlay Secondary Access: A Symmetry/Asymmetry Perspective

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SPSalvador Perez-SalgadoLVLuis Alberto Vásquez-ToledoEREnrique Rodríguez-Colina

Key Points

  • This research aims to analyze energy efficiency in QoS-constrained non-orthogonal multiple access (NOMA) systems under secondary access scenarios.
  • Developed an order-statistics framework for throughput analysis.
  • Incorporated a linear base-station power model to define energy efficiency.
  • Derived energy efficiency as a function of offered load using a birth-death teletraffic model.
  • Approximated the number of supported users using the Lambert W function.
  • Stricter QoS requirements reduce overall energy efficiency.
  • NOMA maintains a broader feasible region compared to orthogonal references.
  • User ordering and unequal power allocation introduce asymmetry in NOMA access structures.

Abstract

This paper develops a teletraffic-based energy-efficiency analysis of QoS-constrained NOMA using an order-statistics framework for underlay secondary-access operation. Throughput is derived from the ordered SIR distribution for an orthogonal reference and for NOMA under minimum-rate requirements. A linear base-station power model is then incorporated to define energy efficiency, including both transmit power and SIC-related processing. For the multiuser case, the analysis shows that QoS constraints impose a structural feasibility limit on the supported number of users, which is also approximated in closed form through the Lambert W function. By coupling this feasibility result with a birth–death teletraffic model, the average energy efficiency is obtained as a function of the offered load. The results show that stricter QoS requirements reduce energy efficiency, while NOMA preserves a wider feasible region than the orthogonal reference in the setting considered. From a symmetry/asymmetry perspective, the orthogonal reference provides a more symmetric access structure, whereas NOMA introduces asymmetry through user ordering, unequal power allocation, and SIC. The resulting framework links ordered-user operation, QoS feasibility, SIC-aware power consumption, and traffic dynamics in the energy-efficiency characterization of underlay secondary access.

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Cite This Study

Perez-Salgado et al. (2026) studied this question.

synapsesocial.com/papers/69db37964fe01fead37c598fhttps://doi.org/10.3390/sym18040630
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