… networks (WPCNs) are a promising technology supporting resource-intensive devices in
the Internet of Things (IoT… We aim to maximize the uplink (UL) sum rate of all IoT devices (IoTDs) …

… 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 …

… To maximise the average performance of sum rates, this work designs an efficient optimization
approach based on two reinforcement learning algorithms, namely deep reinforcement …

… 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) …

… 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 …

… IoT network operating in TDD mode with L uniformly distributed N-antenna APs and KTotal
single-antenna IoT … Besides, we find that all sum rates monotonically increase with K and …

… We evaluated our case scenario’s overall data rate, which is the sum of achieved throughputs
by … Figure 5a compares the sum rates against the increasing number of tags for the tractor …

… sum rate optimization in the network is still attractive for NOMAempowered multi-IRS networks…
at maximizing the total sum rate of NOMA-empowered multi-IRS networks by solving the …

… sumrate by optimizing the time allocation for downlink and uplink. In [33], [34], the authors aim
to maximize both uplink and downlink sum-rate … The authors maximize the system sumrate …

… Figure 4 shows the relationship between the secure sum rate and the number of iterations.
It is observed that our proposed algorithm has faster convergence evolution and achieves …