TY - JOUR
T1 - Energy Efficient Beamforming Design for MISO Non-Orthogonal Multiple Access Systems
AU - Al-Obiedollah, Haitham Moffaqq
AU - Cumanan, Kanapathippillai
AU - Thiyagalingam, Jeyarajan
AU - Burr, Alister G.
AU - Ding, Zhiguo
AU - Dobre, Octavia A.
N1 - Funding Information:
Manuscript received August 20, 2018; revised December 30, 2018; accepted February 9, 2019. Date of publication February 21, 2019; date of current version June 14, 2019. The work of H. Al-obiedollah was supported by the Hashemite University, Zarqa, Jordan. The work of K. Cumanan, A. G. Burr, and Z. Ding was supported by H2020-MSCA-RISE-2015 under grant number 690750. The work of Z. Ding was also supported by the U.K. EPSRC under grant number EP/N005597/2. The work of O. A. Dobre was supported by Natural Sciences and Engineering Research Council of Canada (NSERC), though its Discovery program. The associate editor coordinating the review of this paper and approving it for publication was D. B. Da Costa. (Corresponding author: Haitham Moffaqq Al-Obiedollah.) H. M. Al-obiedollah, K. Cumanan, and A. G. Burr are with the Department of Electronic Engineering, University of York, York YO10 5DD, U.K. (e-mail: [email protected]; [email protected]; [email protected]).
Publisher Copyright:
© 1972-2012 IEEE.
PY - 2019/6
Y1 - 2019/6
N2 - When considering the future generation wireless networks, non-orthogonal multiple access (NOMA) represents a viable multiple access technique for improving the spectral efficiency. The basic performance of the NOMA is often enhanced using downlink beamforming and power allocation techniques. Although downlink beamforming has been previously studied with different performance criteria, such as sum-rate and max-min rate, it has not been studied in the multiuser, multiple-input single-output (MISO) case, particularly with the energy efficiency criteria. In this paper, we investigate the design of an energy efficient beamforming technique for downlink transmission in the context of a multiuser MISO-NOMA system. In particular, this beamforming design is formulated as a global energy efficiency (GEE) maximization problem with minimum user rate requirements and transmit power constraints. By using the sequential convex approximation technique and the Dinkelbach's algorithm to handle the non-convex nature of the GEE-Max problem, we propose two novel algorithms for solving the downlink beamforming problem for the MISO-NOMA system. Our evaluation of the proposed algorithms shows that they offer similar optimal designs and are effective in offering substantial energy efficiencies compared with the designs based on conventional methods.
AB - When considering the future generation wireless networks, non-orthogonal multiple access (NOMA) represents a viable multiple access technique for improving the spectral efficiency. The basic performance of the NOMA is often enhanced using downlink beamforming and power allocation techniques. Although downlink beamforming has been previously studied with different performance criteria, such as sum-rate and max-min rate, it has not been studied in the multiuser, multiple-input single-output (MISO) case, particularly with the energy efficiency criteria. In this paper, we investigate the design of an energy efficient beamforming technique for downlink transmission in the context of a multiuser MISO-NOMA system. In particular, this beamforming design is formulated as a global energy efficiency (GEE) maximization problem with minimum user rate requirements and transmit power constraints. By using the sequential convex approximation technique and the Dinkelbach's algorithm to handle the non-convex nature of the GEE-Max problem, we propose two novel algorithms for solving the downlink beamforming problem for the MISO-NOMA system. Our evaluation of the proposed algorithms shows that they offer similar optimal designs and are effective in offering substantial energy efficiencies compared with the designs based on conventional methods.
KW - beamforming design
KW - convex optimization
KW - energy efficiency
KW - Non-orthogonal multiple access (NOMA)
UR - http://www.scopus.com/inward/record.url?scp=85067556661&partnerID=8YFLogxK
U2 - 10.1109/TCOMM.2019.2900634
DO - 10.1109/TCOMM.2019.2900634
M3 - Article
AN - SCOPUS:85067556661
SN - 0090-6778
VL - 67
SP - 4117
EP - 4131
JO - IEEE Transactions on Communications
JF - IEEE Transactions on Communications
IS - 6
M1 - 8648507
ER -