… Our objective is to maximize the network throughput with increasing resourceallocation efficiency for IoTnetworks under dynamic EH constraints. Then we can formulate the problem as …
… , and thus the resourceallocation schemes in [7]–[18] are suboptimal in IoTnetworks. On the … –[35], we study the resourceallocation in a wireless-powered IoTnetwork (WPIN) with SPC, …
X Liu, Z Qin, Y Gao - ICC 2019-2019 IEEE international …, 2019 - ieeexplore.ieee.org
… The major contribution of this paper is as follows: 1) We first consider resourceallocation in IoTnetworks with edge computing to design a task offloading scheme for IoT devices. We …
X Chen, Y Liu, LX Cai, Z Chen… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… COOPERATIVE NETWORK In this section, we first study the resourceallocation for a network with symmetric links where the average channel gain of the links from IoT nodes to the …
X Liu, J Yu, Z Feng, Y Gao - China Communications, 2020 - ieeexplore.ieee.org
… (RAT) resources. In this paper, we … resourceallocation in IoT edge computing networks by formulating it as a stochastic game. Each user is a learning agent observing its local network …
W Ahsan, W Yi, Z Qin, Y Liu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… IoTnetworks. This article develops an intelligent resourceallocation scheme for uplink NOMA-IoT … For light traffic, SARSA-learning is used to explore the safest resourceallocation policy …
M Raparthi - Advances in Deep Learning Techniques, 2022 - thesciencebrigade.com
… for improving resourceallocation and network efficiency in IoTnetworks. We begin by providing a brief overview of IoTnetworks and highlighting the importance of efficient resource …
… We also applied the “best-fit” networkresourceallocation … and resourceallocation achieves higher utility gain for the users. In addition, the efficiency of the “best-fit” resourceallocation …
… abstractly discuss the resourceallocation in IoT and basic … addressing resourceallocation in M2M and IoTnetworks using ML … for resourceallocation using blockbased Q-learning in IoT …