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Finite Block Length NOMA MU Pairing UAV-Enable System: Performance Analysis and Optimization
- Source :
- IEEE Transactions on Mobile Computing; October 2024, Vol. 23 Issue: 10 p9804-9820, 17p
- Publication Year :
- 2024
-
Abstract
- This paper analyzes and solves the optimization problem of the performance of a multi-antenna unmanned aerial vehicle (UAV)-aided NOMA multi-user pairing system. Based on the approximation of the Gaussian-Chebyshev quadrature and incomplete Gamma function, we successfully derive the exact and asymptotic closed-form expressions for the block error rate, throughput, and goodput of the system. Moreover, we also provide other metrics such as the latency, reliability, and age of information (AoI). The results indicate that the considered system meets the requirements of ultra-reliable and low-latency communications (URLLC). Particularly, its reliability is higher than 99.99% and latency is less than 1 ms. The optimization of the UAV's altitude, block length, and the number of transmission bits to maximize the throughput and minimize the latency and AoI of the considered system is also studied by using iterative algorithms. Furthermore, we propose an algorithm to optimize the transmission power of UAVs to maximize the system's energy efficiency. The greedy algorithm is used to schedule paired users and achieves better performance compared to the random schedule. Moreover, applying multiple antennas and maximum ratio transmission can significantly improve the latency and AoI performance of the considered system. The accuracy of analytical frameworks is verified by simulation results.
Details
- Language :
- English
- ISSN :
- 15361233
- Volume :
- 23
- Issue :
- 10
- Database :
- Supplemental Index
- Journal :
- IEEE Transactions on Mobile Computing
- Publication Type :
- Periodical
- Accession number :
- ejs67329015
- Full Text :
- https://doi.org/10.1109/TMC.2024.3368159