… To evaluate the performance of UAD, we consider two detection failure scenarios, namely,
false alarm (FA) and missed detection (MD). Then, we define PMD as the probability of active …

… SIMULATION ENVIRONMENT AND EVALUATION We evaluate the proposed Q2A-NOMA
scheme by simulations and comparing the results with conventional approaches. …

… heterogeneous NOMA system considering the key constraints and services of 5G networks.
… By contrast, we consider ±30% CSI error to evaluate the performance of the aforementioned …

… NOMA) system in the presence of an active eavesdropper. To this end, we propose a full-duplex
(FD)enabled NOMA … a deep neural network (DNN) model for SOP evaluation. Numerical …

… (OMA) and compared with its NOMA counterpart where it is shown that the NOMA version
has the superior performance. The user sum rate is evaluated through different types of user …

… access (NOMA) for improving the throughput of cell edge users, we propose a newly
NOMA-… Section VII demonstrates the evaluation of the proposed scheme, and conclusions are …

… on the power-domain NOMA technique for a downlink 5G network where a distinct power is
… -domain NOMA has been evaluated in [11] where the user grouping problem in NOMA has …

… CR and NOMA are envisioned to be important solutions for fifth generation wireless networks.
Integrating NOMA techniques into CRNs has tremendous potential to improve spectral …

… activities of Deep Learning aided NOMA system. Also we present the applications of Deep
Learning in other wireless technologies. … The evaluation summary is given in Table. 4. …

… In this paper, we propose a multi-agent deep Q network (DQN) and double DQN (DDQN)
based GF-NOMA algorithm for prototype power … We evaluate the performance of our proposed …