# Adaptive Decoding Mechanisms for UAV-enabled Double-Uplink Coordinated NOMA
**Thanh Luan Nguyen, Georges Kaddoum, Tri Nhu Do, Daniel Benevides da Costa, Zygmunt J. Haas**
*IEEE Transactions on Vehicular Technology*
March 2023
DOI: [10.1109/TVT.2023.3255001](https://ieeexplore.ieee.org/abstract/document/10077789)
## Abstract
In this paper, we propose a novel adaptive decoding mechanism (ADM) for the unmanned aerial vehicle (UAV)-enabled uplink (UL) non-orthogonal multiple access (NOMA) communications. Specifically, considering a harsh UAV environment where ground-to-ground links are regularly unavailable, the proposed ADM overcomes the challenging problem of conventional UL-NOMA systems whose performance is sensitive to the transmitter's statistical channel state information and the receiver's decoding order. To evaluate the performance of the ADM, we derive closed-form expressions for the system outage probability (OP) and throughput. In the performance analysis, we provide novel expressions for practical air-to-ground and ground-to-air channels while taking into account the practical implementation of imperfect successive interference cancellation (SIC) in UL-NOMA. These results have not been previously reported in the technical literature. Moreover, the obtained expression can be adopted to characterize the OP of various systems under a Mixture of Gamma (MG) distribution-based fading channels. Next, we propose a sub-optimal Gradient Descent-based algorithm to obtain the power allocation coefficients that result in maximum throughput with respect to each location on UAV's trajectory, which follows a random waypoint mobility model for UAVs. Numerical solutions show that the ADM significantly improves the performance of UAV-enabled UL-NOMA, particularly in mobile environments.
## Paper
- arXiv: https://arxiv.org/abs/2206.13370
- IEEExplore: https://ieeexplore.ieee.org/document/10077789
## Code
- https://github.com/trinhudo/Uplink-NOMA-UAV-Mobility
- https://github.com/thanhluannguyen/UAV-NOMA-ADM
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无人机辅助NOMA无线网络中生成资源协调的Matlab代码.rar (34个子文件)
无人机辅助NOMA无线网络中生成资源协调的Matlab代码
Contract-theoretic-NOMA-power-control-main
topology4_uni.mat 10KB
continuum_contract.m 2KB
scatter_plot.m 1KB
sla_association.m 12KB
README.md 1KB
Uplink-NOMA-UAV-Mobility-main
Throughput vs Location
system_param_per_iter.m 4KB
pos_C.mat 14.69MB
pos_U.mat 14.71MB
I2.m 2KB
pos_C_slow_move.mat 15KB
Throughput_vs_Location_main.m 4KB
pos_U_slow_move.mat 15KB
pos_E.mat 14.7MB
I1.m 860B
EqP2.m 1KB
EqP1.m 2KB
pos_E_slow_move.mat 15KB
struct2mat.m 74B
Outage Probability
system_param_per_iter.m 4KB
Outage_Probability_main.m 7KB
I2.m 2KB
I1.m 860B
EqP2.m 1KB
EqP1.m 2KB
struct2mat.m 74B
mobility_model_RPGM
pos_C.mat 14.69MB
pos_U.mat 14.71MB
RPGM_distance_U2E_main.m 10KB
pos_E.mat 14.7MB
RPGM_Trajectory_main.m 3KB
RPGM_distPDF_U2E_main.m 7KB
gamma_distribution_approximation
main.m 843B
gamequiv.m 900B
README.md 2KB
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