Precoder Design for Signal Superposition in MIMO-NOMA Multicell Networks

被引:85
作者
Van-Dinh Nguyen [1 ,2 ]
Hoang Duong Tuan [3 ]
Duong, Trung Q. [4 ]
Poor, H. Vincent [5 ]
Shin, Oh-Soon [1 ,2 ]
机构
[1] Soongsil Univ, Sch Elect Engn, Seoul 06978, South Korea
[2] Soongsil Univ, Dept ICMC Convergence Technol, Seoul 06978, South Korea
[3] Univ Technol Sydney, Fac Engn & Informat Technol, Broadway, NSW 2007, Australia
[4] Queens Univ Belfast, Sch Elect Elect Engn & Comp Sci, Belfast BT7 1NN, Antrim, North Ireland
[5] Princeton Univ, Dept Elect Engn, Princeton, NJ 08544 USA
基金
美国国家科学基金会; 英国工程与自然科学研究理事会; 澳大利亚研究理事会;
关键词
Multi-user interference system; multiple-input multiple-output (MIMO); non-orthogonal multiple access (NOMA); nonconvex optimization; quality-of-service (QoS); successive interference cancellation (SIC); signal superposition; SUM-RATE; OPTIMIZATION; CAPACITY; DOWNLINK;
D O I
10.1109/JSAC.2017.2726007
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The throughput of users with poor channel conditions, such as those at a cell edge, is a bottleneck in wireless systems. A major part of the power budget must be allocated to serve these users in guaranteeing their quality-of-service (QoS) requirements, hampering QoS for other users, and thus compromising the system reliability. In non-orthogonal multiple access (NOMA), the message intended for a user with a poor channel condition is decoded by itself and by another user with a better channel condition. The message intended for the latter is then successively decoded by itself after canceling the interference of the former. The overall information throughput is thus improved by this particular successive decoding and interference cancellation. This paper aims to design linear precoders/beamformers for signal superposition at the base stations of NOMA multiple-input multiple-output multi-cellular systems to maximize the overall sum throughput subject to the users' QoS requirements, which are imposed independently on the users' channel conditions. This design problem is formulated as the maximization of a highly nonlinear and nonsmooth function subject to nonconvex constraints, which is very computationally challenging. Path-following algorithms for its solution, which invoke only a simple convex problem of moderate dimension at each iteration, are developed. Generating a sequence of improved points, these algorithms converge at least to a local optimum. Extensive numerical simulations are then provided to demonstrate their merit.
引用
收藏
页码:2681 / 2695
页数:15
相关论文
共 29 条
[1]   What Will 5G Be? [J].
Andrews, Jeffrey G. ;
Buzzi, Stefano ;
Choi, Wan ;
Hanly, Stephen V. ;
Lozano, Angel ;
Soong, Anthony C. K. ;
Zhang, Jianzhong Charlie .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2014, 32 (06) :1065-1082
[2]  
Benjebbour A, 2014, IEEE GLOBE WORK, P706, DOI 10.1109/GLOCOMW.2014.7063515
[3]   Successive Interference Mitigation in Multiuser MIMO Channels [J].
Che, Enlong ;
Hoang Duong Tuan ;
Ho Huu Minh Tam ;
Nguyen, Ha H. .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2015, 63 (06) :2185-2199
[4]   On the Application of Quasi-Degradation to MISO-NOMA Downlink [J].
Chen, Zhiyong ;
Ding, Zhiguo ;
Dai, Xuchu ;
Karagiannidis, George K. .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2016, 64 (23) :6174-6189
[5]   Beamforming for Combating Inter-cluster and Intra-cluster Interference in Hybrid NOMA Systems [J].
Chen, Zhiyong ;
Ding, Zhiguo ;
Dai, Xuchu .
IEEE ACCESS, 2016, 4 :4452-4463
[6]   Optimal Precoding for a QoS Optimization Problem in Two-User MISO-NOMA Downlink [J].
Chen, Zhiyong ;
Ding, Zhiguo ;
Xu, Peng ;
Dai, Xuchu .
IEEE COMMUNICATIONS LETTERS, 2016, 20 (06) :1263-1266
[7]   On the Power Allocation for MIMO-NOMA Systems With Layered Transmissions [J].
Choi, Jinho .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2016, 15 (05) :3226-3237
[9]   Weighted Sum-Rate Maximization using Weighted MMSE for MIMO-BC Beamforming Design [J].
Christensen, Soren Skovgaard ;
Agarwal, Rajiv ;
de Carvalho, Elisabeth ;
Cioffi, John M. .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2008, 7 (12) :4792-4799
[10]   Application of Non-Orthogonal Multiple Access in LTE and 5G Networks [J].
Ding, Zhiguo ;
Liu, Yuanwei ;
Choi, Jinho ;
Sun, Qi ;
Elkashlan, Maged ;
I, Chih-Lin ;
Poor, H. Vincent .
IEEE COMMUNICATIONS MAGAZINE, 2017, 55 (02) :185-191