TY - JOUR
T1 - Joint User Pairing, Mode Selection, and Power Control for D2D-Capable Cellular Networks Enhanced by Nonorthogonal Multiple Access
AU - Zhai, Daosen
AU - Zhang, Ruonan
AU - Wang, Yutong
AU - Sun, Huakui
AU - Cai, Lin
AU - Ding, Zhiguo
N1 - Funding Information:
Manuscript received March 30, 2019; revised May 23, 2019; accepted June 12, 2019. Date of publication June 24, 2019; date of current version October 8, 2019. This work was supported in part by the China Post-Doctoral Science Foundation under Grant BX20180262 and Grant 2018M641019, in part by the National Natural Science Foundation of China under Grant 61571370, Grant 61601365, and Grant 61801387, in part by the Fundamental Research Funds for the Central Universities under Grant 3102017OQD091, in part by the Industrial Innovation Chain Project of Shaanxi Province under Grant 2018ZDCXLGY03-04 and Grant 2019ZDLGY07-10, and in part by the Natural Sciences and Engineering Research Council of Canada. The work of Z. Ding was supported in part by the U.K. Engineering and Physical Sciences Research Council under Grant EP/ P009719/2, in part by the NSFC under Grant 61728101, and in part by the H2020-MSCA-RISE-2015 under Grant 690750. (Corresponding author: Ruonan Zhang.) D. Zhai, R. Zhang, and Y. Wang are with the School of Electronics and Information, Northwestern Polytechnical University, Xi’an 710072, China (e-mail: [email protected]; [email protected]; wangyutong@ mail.nwpu.edu.cn).
Publisher Copyright:
© 2014 IEEE.
PY - 2019/10
Y1 - 2019/10
N2 - Nonorthogonal multiple access (NOMA) and device-to-device (D2D) are two promising technologies that have great potential in improving user connectivity. In this paper, we incorporate NOMA into the D2D-capable cellular networks and propose a new NOMA-aided D2D access scheme. In the proposed scheme, the D2D users (DUEs) can operate in four spectrum-sharing modes, which are the extension of the traditional underlay mode. To fully exploit the advantages of the NOMA-and-D2D integrated framework, we formulate a connectivity-maximization problem by jointly considering user pairing, mode selection, and power control under the constraints of the decoding thresholds of cellular users and DUEs. Based on the graph theory, we devise an efficient algorithm with polynomial complexity to solve the formulated problem optimally. We first analytically obtain the optimal transmission power and spectrum-sharing mode for every possible user pair through a graphical method. Based on the power control and mode selection policies, we transform the user pairing problem into a min-cost max-flow problem which can be tackled by the Ford-Fulkerson algorithm. Finally, simulation results indicate that the NOMA-aided D2D access scheme outperforms the traditional underlay mode, and the proposed algorithm yields a large performance gain in comparison with other schemes in terms of user connectivity and power consumption.
AB - Nonorthogonal multiple access (NOMA) and device-to-device (D2D) are two promising technologies that have great potential in improving user connectivity. In this paper, we incorporate NOMA into the D2D-capable cellular networks and propose a new NOMA-aided D2D access scheme. In the proposed scheme, the D2D users (DUEs) can operate in four spectrum-sharing modes, which are the extension of the traditional underlay mode. To fully exploit the advantages of the NOMA-and-D2D integrated framework, we formulate a connectivity-maximization problem by jointly considering user pairing, mode selection, and power control under the constraints of the decoding thresholds of cellular users and DUEs. Based on the graph theory, we devise an efficient algorithm with polynomial complexity to solve the formulated problem optimally. We first analytically obtain the optimal transmission power and spectrum-sharing mode for every possible user pair through a graphical method. Based on the power control and mode selection policies, we transform the user pairing problem into a min-cost max-flow problem which can be tackled by the Ford-Fulkerson algorithm. Finally, simulation results indicate that the NOMA-aided D2D access scheme outperforms the traditional underlay mode, and the proposed algorithm yields a large performance gain in comparison with other schemes in terms of user connectivity and power consumption.
KW - Device-to-device
KW - graph theory
KW - nonorthogonal multiple access
KW - resource management
UR - http://www.scopus.com/inward/record.url?scp=85073407635&partnerID=8YFLogxK
U2 - 10.1109/JIOT.2019.2924513
DO - 10.1109/JIOT.2019.2924513
M3 - Article
AN - SCOPUS:85073407635
SN - 2327-4662
VL - 6
SP - 8919
EP - 8932
JO - IEEE Internet of Things Journal
JF - IEEE Internet of Things Journal
IS - 5
M1 - 8744244
ER -