F Jiang, Z Gu, C Sun, R Ma - … Communications and Networking …, 2021 - ieeexplore.ieee.org
… In this section, simulation results are presented to evaluate the performance of the proposed … Q-learning algorithm, random pairing algorithm, the OMA scheme and the NOMA scheme …
Z Chen, L Zhang, Y Pei, C Jiang… - … and Networking, 2021 - ieeexplore.ieee.org
… Specifically, we evaluate the policy previously learned by user 2 at a fixed distance d2 = 75m, under the scenario that user 2 travels from d2 = 60m to 90m, while the other two users’ …
… GF-NOMA-based Q-learning framework that aims to minimize network latency based on a … The performance of the proposed technique is evaluated through simulation results in Sect. …
W Kim, Y Ahn, B Shim - IEEE Transactions on Communications, 2020 - ieeexplore.ieee.org
… NOMA systems has been presented. In our framework, DNN learns the complicated mapping between the received NOMA … From the numerical evaluations on the grant-free NOMA …
F Kara, H Kaya - IEEE Transactions on Vehicular Technology, 2019 - ieeexplore.ieee.org
… Then, in order to evaluate analytical BER union bound, we provide BER performances of users ie i ≥ 2 in Fig. 3 when L = 4 and Nr = 2, 4. One can easily see that the provided upper …
R Zhong, X Liu, Y Liu, Y Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
… NOMA system with RISs by iteratively optimizing three subproblems. An RISs enhanced NOMA cellular network … network spectral efficiency was evaluated and validated through Monte-…
RHY Perdana, TV Nguyen, B An - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
… -orthogonal multiple access (NOMA) networks. In the AUP scheme… Towards real-time optimization, we propose a deep learning (… on the system are discussed and evaluated to show …
S He, W Wang - IET Networks, 2020 - Wiley Online Library
… Furthermore, we evaluate the QoE performance in 4-UE and 5-UE NOMA downlink system. The channel gains of UE are set as [5, 10, 20, 30] for the 4-UE system and [5, 10, 20, 30, 40] …
… , MIMO, CoMP, network coding and beamforming have been discussed in [12]. The authors further evaluate the performance of NOMA on the basis of different metrics (outage probability…