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. 2025 Jul 2;15:23585. doi: 10.1038/s41598-025-09459-0

Table 2.

Comparison of related work and proposed work.

Study Key focus Access
method
Optimization
type
Interference
management
Spectral
efficiency
Al-Hourani et al. (2014)24

Optimal UAD

deployment to

enhance

coverage

Orthogonal

Access

Fixed UAD

Placement

and Trajectory

Optimization

Limited,

focused on

deployment

Moderate
Gupta et al. (2015)26

Survey of

UAV communication

issues

Orthogonal

Access

Survey on

power adjustments

Dynamic

power allocation

for interference

Moderate
Lu et al. (2023)25

Interference

management in UAD

Orthogonal

Access

Power Control

for Interference Management

Extensive

interference

mitigation

Moderate
Tang & Chen (2024)27

NOMA for

UAV-assisted

networks

NOMA

Power

Allocation

Improved inter-UAD

interference

management

High
Jia et al. (2021)28

Energy-efficient

power allocation in

UAV networks

NOMA

Power and

Bandwidth Allocation

Energy-efficient

interference management

High
Zhai et al. (2022)29 UAD placement with NOMA NOMA Placement and Resource Management

Integrated interference and

energy considerations

High
Sehito et al. (2024)30

User association and

power optimization

NOMA

Joint Optimization (User

Association, Power)

Moderate inter- and

intra-UAD interference handling

High
Xi et al. (2021)31

Energy-efficient resource

allocation for NOMA

NOMA

Joint Resource

Allocation

Focus on energy efficiency,

limited interference

High

Proposed

Work

Joint UAD-user association

and power optimization

NOMA

Sequential Joint

Optimization

Comprehensive inter- and intra-UAD

interference management

Very high