Sum Rate Maximization for 6G IoT Resource Allocation: A Matching Approach

P Qin, Y Zhu, X Zhao, J Liu - International Conference in Communications …, 2021 - Springer
… of Internet of Things (IoT) applications in hot spots can be fulfilled with dense coverage of the
fifth generation (5G) terrestrial network, … network, the space-air-ground integrated network

Supporting IoT with rate-splitting multiple access in satellite and aerial-integrated networks

Z Lin, M Lin, T De Cola, JB Wang… - … Internet of Things …, 2021 - ieeexplore.ieee.org
… the max–min fairness, we aim at maximizing the sum rate under the SINR requirements of
users, by considering both the sum rate and fairness. The remainder of this article is organized …

Sum-rate optimization-based access mode selection and resource allocation for IoT devices in 5G

T Ahmad, R Chai, M Adnan - … Emerging Topics in Networking  …, 2020 - ieeexplore.ieee.org
… A sum-rate maximization problem was formulated and the optimal … sum-rate of the system
and formulate the joint access mode selection and resource allocation problem as a sum-rate

Resource allocation in uplink NOMA-IoT networks: A reinforcement-learning approach

W Ahsan, W Yi, Z Qin, Y Liu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… To maximise the average performance of sum rates, this work designs an efficient optimization
approach based on two reinforcement learning algorithms, namely deep reinforcement …

Resource allocation for wireless-powered IoT networks with short packet communication

J Chen, L Zhang, YC Liang, X Kang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… Besides, a resource allocation for downlink multi-user scenario was studied in [25], where
a multi-objective optimization problem was formulated to balance the maximum sum rate and …

Cooperative wireless-powered NOMA relaying for B5G IoT networks with hardware impairments and channel estimation errors

X Li, Q Wang, M Liu, J Li, H Peng… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… In the end, we design an OPA scheme by maximizing the sum rate of the considered system
in the high SNR regime. The main contributions of this article are summarized as follows. 1) …

Weighted sum-rate maximization for reconfigurable intelligent surface aided wireless networks

H Guo, YC Liang, J Chen… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
… The objective of this paper is to maximize the weighted sum-rate (WSR) of the mobile
users by jointly optimizing the beamforming at the AP and the phase coefficients of the RIS …

NOMA-assisted secure short-packet communications in IoT

Z Xiang, W Yang, Y Cai, Z Ding… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
… transmissions in IoT networks. This introduction is … rates of OMA users are halved and
degraded more severely due to the shorter packet. Figure 3 shows that the performance (sum rate) …

Spectral efficiency optimization for next generation NOMA-enabled IoT networks

WU Khan, J Liu, F Jameel, V Sharma… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
… scheme to maximize the sum rate of NOMA network. They proposed centralized algorithm for
… In [26], the problem of power and sub-channel allocation to maximize the average sum rate

A GNN-based supervised learning framework for resource allocation in wireless IoT networks

T Chen, X Zhang, M You, G Zheng… - … Internet of Things …, 2021 - ieeexplore.ieee.org
… As seen in Table XI, the sum rate difference between the training and the generalization of
our proposed supervised GNN approach is only around 0.01. Although the graph embedding …