TY - JOUR
T1 - Cross Layer Power Control and User Pairing for DL Multi-antenna NOMA
AU - Tseng, Shu Ming
AU - Chen, Yung Fang
AU - Liu, Kuan Cheng
N1 - Publisher Copyright:
© 2019, Springer Science+Business Media, LLC, part of Springer Nature.
PY - 2019/12/1
Y1 - 2019/12/1
N2 - In a previous study, Kim et al. proposed a suboptimal user pairing and optimal power control algorithm for maximizing sum capacity in downlink multi-antenna non-orthogonal multiple access (NOMA) systems. First, Kim et al. calculate the correlation between all users. If the channel correlation is greater than the threshold, the user’s channel gain difference is stored in the channel gain-difference set. Then, the first and second large channel gain-differences of the user pairs are selected from the set. Based on the user pairing of Kim et al. in the physical layer, we propose novel iterative user substitution algorithm where a user is substituted if the peak signal-to-noise ratio (PSNR), the video quality, in the application layer increases after substitution. And we propose an optimal power control that minimizes the sum video distortion to maximize PSNR in the application layer. The numerical results show that the proposed cross layer optimal power control and user substitution outperforms Kim et al. by 1.4 dB in PSNR and only 1 dB away from exhaustive upper bound, when SNR = 15 dB and the number of users is 16.
AB - In a previous study, Kim et al. proposed a suboptimal user pairing and optimal power control algorithm for maximizing sum capacity in downlink multi-antenna non-orthogonal multiple access (NOMA) systems. First, Kim et al. calculate the correlation between all users. If the channel correlation is greater than the threshold, the user’s channel gain difference is stored in the channel gain-difference set. Then, the first and second large channel gain-differences of the user pairs are selected from the set. Based on the user pairing of Kim et al. in the physical layer, we propose novel iterative user substitution algorithm where a user is substituted if the peak signal-to-noise ratio (PSNR), the video quality, in the application layer increases after substitution. And we propose an optimal power control that minimizes the sum video distortion to maximize PSNR in the application layer. The numerical results show that the proposed cross layer optimal power control and user substitution outperforms Kim et al. by 1.4 dB in PSNR and only 1 dB away from exhaustive upper bound, when SNR = 15 dB and the number of users is 16.
KW - Downlink non-orthogonal multiple access (NOMA)
KW - Mean square error (MSE)
KW - Peak signal-to-noise ratio (PSNR)
KW - Power control
KW - User pairing
UR - http://www.scopus.com/inward/record.url?scp=85068805323&partnerID=8YFLogxK
U2 - 10.1007/s11277-019-06626-1
DO - 10.1007/s11277-019-06626-1
M3 - 期刊論文
AN - SCOPUS:85068805323
SN - 0929-6212
VL - 109
SP - 1541
EP - 1556
JO - Wireless Personal Communications
JF - Wireless Personal Communications
IS - 3
ER -