TY - GEN
T1 - Receiver and resource allocation optimization for uplink NOMA in 5G wireless networks
AU - Al-Imari, Mohammed
AU - Xiao, Pei
AU - Imran, Muhammad Ali
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/4/15
Y1 - 2015/4/15
N2 - Non-Orthogonal Multiple Access (NOMA) is a promising multiple access technique for 5G wireless networks. In uplink NOMA, more than one user can use the same subcarrier, which increases the system throughput and fairness. Due to the non-orthogonality among the users, joint processing is required at the receiver to retrieve the users' signals. In this paper, we propose solutions to optimize the receiver and the radio resource allocation of uplink NOMA. First, we propose an iterative multiuser detection and decoding (MUDD) to improve the performance of the multiuser detector by utilizing the information derived by the channel decoder. In addition, a novel subcarrier and power allocation algorithm is proposed for NOMA scheme that maximizes the users' weighted sumrate. The link-level performance evaluation has shown that the proposed iterative MUDD approach brings about 4.5 dB and 9.8 dB performance improvements at block error rate equal to 10 -2 comparing to conventional multiuser detection, for QPSK and 16QAM modulations, respectively. Furthermore, the systemlevel results show that the proposed resource allocation algorithm achieves the system spectral efficiency upper-bound, making NOMA significantly outperforms OFDMA in terms of spectral efficiency and fairness.
AB - Non-Orthogonal Multiple Access (NOMA) is a promising multiple access technique for 5G wireless networks. In uplink NOMA, more than one user can use the same subcarrier, which increases the system throughput and fairness. Due to the non-orthogonality among the users, joint processing is required at the receiver to retrieve the users' signals. In this paper, we propose solutions to optimize the receiver and the radio resource allocation of uplink NOMA. First, we propose an iterative multiuser detection and decoding (MUDD) to improve the performance of the multiuser detector by utilizing the information derived by the channel decoder. In addition, a novel subcarrier and power allocation algorithm is proposed for NOMA scheme that maximizes the users' weighted sumrate. The link-level performance evaluation has shown that the proposed iterative MUDD approach brings about 4.5 dB and 9.8 dB performance improvements at block error rate equal to 10 -2 comparing to conventional multiuser detection, for QPSK and 16QAM modulations, respectively. Furthermore, the systemlevel results show that the proposed resource allocation algorithm achieves the system spectral efficiency upper-bound, making NOMA significantly outperforms OFDMA in terms of spectral efficiency and fairness.
KW - Fairness
KW - Non-orthogonal multiple access technique
KW - Spectral efficiency
KW - Uplink
UR - https://www.scopus.com/pages/publications/84984996378
U2 - 10.1109/ISWCS.2015.7454317
DO - 10.1109/ISWCS.2015.7454317
M3 - Conference contribution
AN - SCOPUS:84984996378
T3 - Proceedings of the International Symposium on Wireless Communication Systems
SP - 151
EP - 155
BT - 2015 12th International Symposium on Wireless Communication Systems, ISWCS 2015 - Proceedings
PB - VDE Verlag GmbH
T2 - 12th International Symposium on Wireless Communication Systems, ISWCS 2015
Y2 - 25 August 2015 through 28 August 2015
ER -