On the Achievable Spectral Efficiency of Spatial Modulation Aided Downlink Non-Orthogonal Multiple Access

被引:36
作者
Wang, Xuesi [1 ]
Wang, Jintao [1 ]
He, Longzhuang [1 ]
Tang, Zihan [1 ]
Song, Jian [1 ]
机构
[1] Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
Non-orthogonal multiple access (NOMA); spatial modulation (SM); spectral efficiency (SE); mutual information (MI); lower bound;
D O I
10.1109/LCOMM.2017.2707068
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
In this letter, a novel spatial modulation aided non-orthogonal multiple access (SM-NOMA) system is proposed. We use mutual information (MI) to characterize the achievable spectral efficiency (SE) of the proposed SM-NOMA system. Due to the finite-alphabet space-domain inputs employed by SM, the expression of the corresponding MI lacks a closed-form formulation. Hence, a lower bound is proposed to quantify the MI of the SM-NOMA system. Furthermore, its asymptotic property is also theoretically investigated in both low and high signal-tonoise ratio regions. The SE performance and its analysis of our proposed SM-NOMA system are confirmed by simulation results.
引用
收藏
页码:1937 / 1940
页数:4
相关论文
共 14 条
[1]  
[Anonymous], 2013, PROC IEEE 78 VEH TEC
[2]   Massive But Few Active MIMO [J].
Basnayaka, Dushyantha A. ;
Di Renzo, Marco ;
Haas, Harald .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2016, 65 (09) :6861-6877
[3]   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
[4]   Spatial Modulation for Generalized MIMO: Challenges, Opportunities, and Implementation [J].
Di Renzo, Marco ;
Haas, Harald ;
Ghrayeb, Ali ;
Sugiura, Shinya ;
Hanzo, Lajos .
PROCEEDINGS OF THE IEEE, 2014, 102 (01) :56-103
[5]   Spatial Modulation for Multiple-Antenna Wireless Systems: A Survey [J].
Di Renzo, Marco ;
Haas, Harald ;
Grant, Peter M. .
IEEE COMMUNICATIONS MAGAZINE, 2011, 49 (12) :182-191
[6]   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
[7]   Impact of User Pairing on 5G Nonorthogonal Multiple-Access Downlink Transmissions [J].
Ding, Zhiguo ;
Fan, Pingzhi ;
Poor, H. Vincent .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2016, 65 (08) :6010-6023
[8]   Low-Complexity Compressive Sensing Detection for Spatial Modulation in Large-Scale Multiple Access Channels [J].
Garcia-Rodriguez, Adrian ;
Masouros, Christos .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2015, 63 (07) :2565-2579
[9]   On the Multi-User Multi-Cell Massive Spatial Modulation Uplink: How Many Antennas for Each User? [J].
He, Longzhuang ;
Wang, Jintao ;
Song, Jian ;
Hanzo, Lajos .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2017, 16 (03) :1437-1451
[10]   Approximating the Kullback Leibler Divergence between Gaussian Mixture Models [J].
Hershey, John R. ;
Olsen, Peder A. .
2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL IV, PTS 1-3, 2007, :317-320