Resource allocation in wireless powered IoT networks

X Liu, Z Qin, Y Gao, JA McCann - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
… Our objective is to maximize the network throughput with increasing resource allocation
efficiency for IoT networks under dynamic EH constraints. Then we can formulate the problem as …

Resource allocation with edge computing in IoT networks via machine learning

X Liu, J Yu, J Wang, Y Gao - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
… Edge computing is playing a promising role in IoT networks by … in IoT networks requires
sufficient spectrum resource to transmit their computation tasks to an edge server, while the IoT

IoT resource allocation and optimization based on heuristic algorithm

AK Sangaiah, AAR Hosseinabadi, MB Shareh… - Sensors, 2020 - mdpi.com
… of IoT-based systems by providing software methods. One of these problems is the IoT
resource allocation problem (IRAP). This focuses on reducing the communication cost of IoT

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
… , and thus the resource allocation schemes in [7]–[18] are suboptimal in IoT networks. On the
… –[35], we study the resource allocation in a wireless-powered IoT network (WPIN) with SPC, …

Resource allocation for edge computing in IoT networks via reinforcement learning

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 resource allocation
in IoT networks with edge computing to design a task offloading scheme for IoT devices. We …

Resource allocation for wireless cooperative IoT network with energy harvesting

X Chen, Y Liu, LX Cai, Z Chen… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… COOPERATIVE NETWORK In this section, we first study the resource allocation for a
network with symmetric links where the average channel gain of the links from IoT nodes to the …

UAV relay-assisted emergency communications in IoT networks: Resource allocation and trajectory optimization

DH Tran, VD Nguyen, S Chatzinotas… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… SYSTEM MODEL AND PROBLEM FORMULATION We consider a UAV-aided cooperative
wireless IoT network, where a UAV is deployed to assist the existing terrestrial communication …

Multi-agent reinforcement learning for resource allocation in IoT networks with edge computing

X Liu, J Yu, Z Feng, Y Gao - China Communications, 2020 - ieeexplore.ieee.org
… (RAT) resources. In this paper, we … resource allocation in IoT edge computing networks by
formulating it as a stochastic game. Each user is a learning agent observing its local network

Resource allocation for ultra-reliable and enhanced mobile broadband IoT applications in fog network

SF Abedin, MGR Alam, SMA Kazmi… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
resource allocation between the Fog Network infrastructures (ie, Fog devices) and the IoT
We also applied the “best-fit” network resource allocation strategy for the matching to ensure …

Quantum-Inspired Optimization Techniques for IoT Networks: Focusing on Resource Allocation and Network Efficiency Enhancement for Improved IoT Functionality

M Raparthi - Advances in Deep Learning Techniques, 2022 - thesciencebrigade.com
… for improving resource allocation and network efficiency in IoT networks. We begin by
providing a brief overview of IoT networks and highlighting the importance of efficient resource