Artificial intelligence implication on energy sustainability in Internet of Things: A survey

N Charef, AB Mnaouer, M Aloqaily, O Bouachir… - Information Processing …, 2023 - Elsevier
The massive number of Internet of Things (IoT) devices connected to the Internet is
continuously increasing. The operations of these devices rely on consuming huge amounts …

Dynamic energy scheduling and routing of a large fleet of electric vehicles using multi-agent reinforcement learning

M Alqahtani, MJ Scott, M Hu - Computers & Industrial Engineering, 2022 - Elsevier
As the world's population and economy grow, demand for energy increases as well. Smart
grids can be a cost-effective solution to overcome increases in energy demand and ensure …

Optimal status updates for minimizing age of correlated information in IoT networks with energy harvesting sensors

C Xu, X Zhang, HH Yang, X Wang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Many real-time applications of the Internet of Things (IoT) need to deal with correlated
information generated by multiple sensors. The design of efficient status update strategies …

Federated learning over wireless channels: Dynamic resource allocation and task scheduling

S Chu, J Li, J Wang, Z Wang, M Ding… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
With the development of federated learning (FL), mobile devices (MDs) are able to train their
local models with private data and send them to a central server for aggregation, thereby …

Achieving maximum urgency-dependent throughput in random access

Y Zhang, A Gong, L Deng, YH Lo… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Designing efficient random access is a vital problem for urgency-constrained packet delivery
in uplink Internet of Things (IoT), which has not been investigated in depth so far. In this …

Dynamic optimization of random access in deadline-constrained broadcasting

A Gong, Y Zhang, L Deng, F Liu, J Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper considers dynamic optimization of random access in deadline-constrained
broadcasting with frame-synchronized traffic. Under the non-retransmission setting, we …

Improving age of information in large-scale energy harvesting networks

Y Zhu, W Zhang, Y Lin, YH Lo… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Age of information (AoI) is adopted as a performance metric to measure the information
freshness in status update based networked systems. In this paper, in order to improve the …

Online energy consumption optimization in WPCNs with time-varying energy storage efficiency

GJ Li, S Jin, W Yu, L Liang, X Nie… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This work considers a wireless powered communication network (WPCN), in which wireless
nodes store the energy from an energy access point in their batteries for subsequent data …

Distributed Primal-Dual Proximal Algorithms for Convex Optimization Involving Three Composite Functions

L Ran, H Li, J Hu, Q Lü, Z Wang, Z Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article develops a novel distributed primal-dua l proximal algorithm (PDPA-Dist) and its
corresponding randomized version (Rand-PDPA-Dist) for solving convex optimization …

传输时限约束下的能量收集无线传感器网络多址接入优化

杨澳钦, 宫傲宇, 房婷, 邓磊, 李强, 张一晋 - 物联网学报, 2022 - infocomm-journal.com
随着能量收集无线传感器网络在环境监测, 工业自动化, 战场侦察等实时通信场景的广泛应用,
多址接入需要同时考虑数据分组严格的传输时限特性以及传感器节点的能量收集特性 …