TY - JOUR
T1 - On constellation rotation of NOMA with SIC receiver
AU - Ye, Neng
AU - Wang, Aihua
AU - Li, Xiangming
AU - Liu, Wenjia
AU - Hou, Xiaolin
AU - Yu, Hanxiao
N1 - Publisher Copyright:
© 1997-2012 IEEE.
PY - 2018/3
Y1 - 2018/3
N2 - In this letter, we exploit constellation rotation to enhance the performance of uplink non-orthogonal multiple access (NOMA) with a successive interference cancellation receiver. We characterize the received signal with a Gaussian mixture model (GMM), where optimal rotation angle is obtained by maximizing the entropy of GMM. Then, we efficiently solve the entropy maximization problem by deriving an optimal closed-form approximate problem via variational approximation. Performance analysis and simulation results show that the proposed scheme achieves larger capacity and lower bit error rate compared with conventional NOMA. The performance gain is more significant with fewer receiving antennas or with smaller channel gain difference between multiplexed users.
AB - In this letter, we exploit constellation rotation to enhance the performance of uplink non-orthogonal multiple access (NOMA) with a successive interference cancellation receiver. We characterize the received signal with a Gaussian mixture model (GMM), where optimal rotation angle is obtained by maximizing the entropy of GMM. Then, we efficiently solve the entropy maximization problem by deriving an optimal closed-form approximate problem via variational approximation. Performance analysis and simulation results show that the proposed scheme achieves larger capacity and lower bit error rate compared with conventional NOMA. The performance gain is more significant with fewer receiving antennas or with smaller channel gain difference between multiplexed users.
KW - Gaussian mixture model
KW - Non-orthogonal multiple access
KW - constellation rotation
KW - entropy maximization
KW - variational approximation
UR - http://www.scopus.com/inward/record.url?scp=85038882521&partnerID=8YFLogxK
U2 - 10.1109/LCOMM.2017.2781708
DO - 10.1109/LCOMM.2017.2781708
M3 - Article
AN - SCOPUS:85038882521
SN - 1089-7798
VL - 22
SP - 514
EP - 517
JO - IEEE Communications Letters
JF - IEEE Communications Letters
IS - 3
ER -