Performance analysis and deep learning design of underlay cognitive NOMA-based CDRT networks with imperfect SIC and co-channel interference

TH Vu, TV Nguyen, DB da Costa… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… subject to co-channel interference, imperfect SIC, and imperfect CSI. The main … imperfect
SIC, co-channel interference caused by multi-antennas primary transmitters, and the imperfect

Performance analysis and deep learning design of wireless powered cognitive NOMA IoT short-packet communications with imperfect CSI and SIC

TH Vu, TV Nguyen, TT Nguyen… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
… of the NOMA systems under the assumption of perfect SIC (pSIC). Nevertheless, the pSIC is
… of users during the SIC process. Accordingly, the impacts of imperfect SIC (iSIC) may profess …

Massive MIMO-NOMA networks with imperfect SIC: Design and fairness enhancement

AS De Sena, FRM Lima, DB Da Costa… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
… the impact of residual error from imperfect SIC, we derive the … designing massive MIMO-NOMA
systems with imperfect SIC … to investigate the impact of imperfect SIC and demonstrate the …

Deep learning-based MIMO-NOMA with imperfect SIC decoding

JM Kang, IM Kim, CJ Chun - IEEE Systems Journal, 2019 - ieeexplore.ieee.org
… ing and imperfect SIC) should be addressed in designing the precoder at the BS and the SIC
… In this article, considering the imperfect SIC decoding, we developed a joint precoding and …

Cooperative NOMA-enabled SWIPT IoT networks with imperfect SIC: Performance analysis and deep learning evaluation

TH Vu, TV Nguyen, S Kim - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
… -power energy harvesting mechanism under imperfect successive interference cancellation.
… Toward real-time configurations in IoT networks, we design a deep learning framework for …

Deep reinforcement learning based dynamic user access and decode order selection for uplink NOMA system with imperfect SIC

Z Shi, X Xie, H Lu, H Yang, J Cai - IEEE Wireless …, 2020 - ieeexplore.ieee.org
… the order of DS2W for the imperfect SIC NOMA systems may lead to decoding failure. In this
letter, the imperfect SIC is considered, and a … Our objective is to design an access policy π∗ …

Semi-Federated Learning for Edge Intelligence with Imperfect SIC

W Ni, J Zheng, YC Eldar, C You… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
… of imperfect SIC on the communication and learning performance of SemiFL. In summary, the
main contributions of this work are as follows: • We design a … case with imperfect SIC for the …

Deep cognitive perspective: Resource allocation for NOMA-based heterogeneous IoT with imperfect SIC

M Liu, T Song, G Gui - IEEE Internet of Things Journal, 2018 - ieeexplore.ieee.org
… Therefore, designing … the imperfect SIC condition, and deal with the mutual interference
between the MUs and IoTUs. If we define κ as the residual power parameter for the imperfect SIC

Joint user clustering, beamforming, and power allocation for mmWave-NOMA with imperfect SIC

B Lim, WJ Yun, J Kim, YC Ko - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
… For the design of clustering and beamforming, we adopt CE based machine … SIC [32], [33].
Hence, we adopt the linear model for imperfect SIC and the signal-to-interference-pluse-noise …

Resource allocation for NOMA based heterogeneous IoT with imperfect SIC: A deep learning method

M Liu, T Song, L Zhang, G Gui - 2018 IEEE 29th Annual …, 2018 - ieeexplore.ieee.org
… Therefore, designing effective UP and RA schemes are significantly important to … imperfect
SIC condition in this paper. If we define as the residual power parameter for the imperfect SIC, …