Deep reinforcement learning powered IRS-assisted downlink NOMA

M Shehab, BS Ciftler, T Khattab… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
… Furthermore, figures 10 and 11 shows the sum-rate of users during imperfect SIC where we
have residual interference of all users’ power in the denominator. Fig. 10 shows the rate for …

Digital Self-interference cancellation in the era of machine learning: A comprehensive review

V Panse, TK Jain, PK Sharma, A Kothari - Physical Communication, 2022 - Elsevier
Imperfect SIC due to non-linearities and channel estimation … designing DNN-based techniques
to achieve the SIC. This section gives an overview of different DNN and machine learning

Joint effects of residual hardware impairments and channel estimation errors on SWIPT assisted cooperative NOMA networks

X Li, M Liu, C Deng, D Zhang, XC Gao, KM Rabie… - IEEE …, 2019 - ieeexplore.ieee.org
… of ideal and non-ideal SIC, and presented a more realistic … PD-NOMA) with pSIC/imperfect
SIC (ipSIC) over Rayleigh fading … front-ends are prone hardware imperfections, and they suffer …

Reinforcement learning based latency minimization in secure NOMA-MEC systems with hybrid SIC

K Wang, H Li, Z Ding, P Xiao - IEEE transactions on wireless …, 2022 - ieeexplore.ieee.org
… efficiency maximization problem with imperfect and perfect CSI was … SIC decoding orders
are utilized, respectively. A latency minimization problem is formulated by jointly designing

Deep learning empowered semi-blind joint detection in cooperative NOMA

A Emir, F Kara, H Kaya, H Yanikomeroglu - IEEE Access, 2021 - ieeexplore.ieee.org
… Hence, we eliminate the usage of SIC process at the near user … Thanks to our frame design
and representative inputs (will be … of NOMA are provided with imperfect CSI in [42], [43], to the …

Performance of energy and spectrally efficient AF relay-aided incremental CDRT NOMA based IoT network with imperfect SIC for smart cities

A Jee, S Prakriya - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
… Considering practical imperfect successive interference cancellation (SIC), we analyze the
throughput performance. Both NU and FU accrue large throughput gains, and doubling of the …

[HTML][HTML] Cooperative backscatter NOMA with imperfect SIC: towards energy efficient sum rate maximization in sustainable 6G networks

M Ahmed, Z Ali, WU Khan, O Waqar, M Asif… - Journal of King Saud …, 2022 - Elsevier
… cooperative NOMA network under imperfect SIC has not yet been … cooperative NOMA network
under imperfect SIC. Closed-… As this work considers the practical scenario of imperfect SIC

Reconfigurable intelligent surface-aided cognitive NOMA networks: Performance analysis and deep learning evaluation

TH Vu, TV Nguyen, DB da Costa… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… (ESC) prediction under imperfect SIC and imperfect CSI of … the impact of imperfect SIC and
imperfect CSI of interference … problem in supervised learning, we design a structure of DLF …

Outage performance and optimal design of MIMO-NOMA enhanced small cell networks with imperfect channel-state information

Z Shi, H Wang, Y Fu, G Yang, S Ma… - China …, 2021 - ieeexplore.ieee.org
… This paper considers a MIMO-NOMA enhanced SCNs with imperfect CSI. We assume that
the positions of the small cell BSs obey a homogeneous PPP Φb of intensity λb and the users …

Joint SIC-based precoding and sub-connected architecture design for MIMO VLC systems

C Wang, Y Yang, Z Yang, C Feng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… of this work is to propose a SICbased precoding scheme with SA (SIC-SA) to … imperfect CSI,
we further compare the achievable rate and energy efficiency of all schemes under imperfect