TY - JOUR
T1 - Full-Duplex Non-Orthogonal Multiple Access Cooperative Spectrum-Sharing Networks with Non-Linear Energy Harvesting
AU - Hakimi, Azar
AU - Mohammadi, Mohammadali
AU - Mobini, Zahra
AU - Ding, Zhiguo
N1 - Funding Information:
Manuscript received February 15, 2020; revised May 7, 2020; accepted June 4, 2020. Date of publication June 9, 2020; date of current version October 22, 2020. The work of M. Mohammadi was supported by the Research Deputy of Shahrekord University under Grant 98GRD30M1087. The review of this article was coordinated by Prof. Y. Li. (Corresponding author: Mohammadali Mohammadi.) Azar Hakimi, Mohammadali Mohammadi, and Zahra Mobini are with the Faculty of Engineering, Shahrekord University, Shahrekord 115, Iran (e-mail: [email protected]; [email protected]; [email protected]).
Publisher Copyright:
© 1967-2012 IEEE.
PY - 2020/10
Y1 - 2020/10
N2 - In this paper, we analyze the performance of a non-orthogonal multiple access (NOMA) cognitive relay system, where a multi-antenna full-duplex cognitive transmitter employs NOMA concept to assist the transmission from a wireless-powered primary transmitter to its corresponding receiver, while simultaneously communicating with a cognitive receiver. A practical non-linear energy harvesting (EH) model, which taking into account harvester's sensitivity and saturation effects is considered. We propose an optimum beamforming design at the cognitive transmitter such that the rate of cognitive network is maximized, under a constraint that the rate of the primary network is above a certain threshold. Results show that proposed optimization framework can substantially enlarge the rate region toward both primary and secondary networks. Furthermore, in order to characterize the network delay-constrained throughput, tractable outage probability expressions for primary and secondary networks assuming sub-optimum zero-forcing based beamforming scheme are derived. Our results reveal that due to required minimum power for harvesting operation as well as saturation of the harvested power at high transmit power levels, conventional linear EH model may lead to performance mismatches for practical non-linear EH circuits in both low and high transmit power regimes.
AB - In this paper, we analyze the performance of a non-orthogonal multiple access (NOMA) cognitive relay system, where a multi-antenna full-duplex cognitive transmitter employs NOMA concept to assist the transmission from a wireless-powered primary transmitter to its corresponding receiver, while simultaneously communicating with a cognitive receiver. A practical non-linear energy harvesting (EH) model, which taking into account harvester's sensitivity and saturation effects is considered. We propose an optimum beamforming design at the cognitive transmitter such that the rate of cognitive network is maximized, under a constraint that the rate of the primary network is above a certain threshold. Results show that proposed optimization framework can substantially enlarge the rate region toward both primary and secondary networks. Furthermore, in order to characterize the network delay-constrained throughput, tractable outage probability expressions for primary and secondary networks assuming sub-optimum zero-forcing based beamforming scheme are derived. Our results reveal that due to required minimum power for harvesting operation as well as saturation of the harvested power at high transmit power levels, conventional linear EH model may lead to performance mismatches for practical non-linear EH circuits in both low and high transmit power regimes.
KW - beamforming
KW - Full-duplex (FD)
KW - non-linear energy harvesting (EH)
KW - non-orthogonal multiple access (NOMA)
KW - throughput
UR - http://www.scopus.com/inward/record.url?scp=85095679711&partnerID=8YFLogxK
U2 - 10.1109/TVT.2020.3000995
DO - 10.1109/TVT.2020.3000995
M3 - Article
AN - SCOPUS:85095679711
SN - 0018-9545
VL - 69
SP - 10925
EP - 10936
JO - IEEE Transactions on Vehicular Technology
JF - IEEE Transactions on Vehicular Technology
IS - 10
M1 - 9112712
ER -