Age-of-information aware scheduling for edge-assisted industrial wireless networks

M Li, C Chen, H Wu, X Guan… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Industrial wireless networks (IWNs) have attracted significant attention for providing time-
critical delivery services, which can benefit from device-to-device (D2D) communication for …

Learning-based autonomous scheduling for AoI-aware industrial wireless networks

M Li, C Chen, C Hua, X Guan - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
Due to the ever-increasing time-sensitive industrial applications, critical-machine type
communication (C-MTC) is a promising technique for timely delivery services in industrial …

Edge-assisted spectrum sharing for freshness-aware industrial wireless networks: A learning-based approach

M Li, C Chen, H Wu, X Guan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Information freshness is essential to industrial wireless networks (IWNs) and can be
quantified by the age-of-information (AoI) metric. This paper addresses an AoI-aware …

Sparse CNN and deep reinforcement learning-based D2D scheduling in UAV-assisted industrial IoT networks

W Noh, S Cho - IEEE Transactions on Industrial Informatics, 2023 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) have been widely applied in wireless communications
because of its high flexibility and line-of-sight transmission. In this study, we develop low …

Federated multiagent actor–critic learning for age sensitive mobile-edge computing

Z Zhu, S Wan, P Fan, KB Letaief - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
As an emerging technique, mobile-edge computing (MEC) introduces a new scheme for
various distributed communication-computing systems, such as industrial Internet of Things …

Data age aware scheduling for wireless powered mobile-edge computing in industrial internet of things

H Wu, H Tian, S Fan, J Ren - IEEE Transactions on Industrial …, 2020 - ieeexplore.ieee.org
Wireless powered mobile-edge computing has been envisioned as a promising paradigm to
enhance the computation capability of low-power wireless devices in industrial Internet of …

Maximizing age-energy efficiency in wireless powered industrial ioe networks: A dual-layer dqn-based approach

H Zheng, K Xiong, M Sun, H Wu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper investigates the age of information (AoI) and energy efficiency of wireless
powered industrial Internet of Everything (IIoE) network, where multiple low-power IIoE …

Reliability optimization in narrowband device-to-device communication for 5G and beyond-5G networks

A Nauman, MA Jamshed, YA Qadri, R Ali… - IEEE Access, 2021 - ieeexplore.ieee.org
The 5G and beyond-5G (B5G) is expected to be a key enabler for Internet-of-Everything
(IoE). The narrowband Internet of Things (NB-IoT) is a low-power wide-area enabling …

Scheduling status update for optimizing age of information in the context of industrial cyber-physical system

D Sinha, R Roy - IEEE Access, 2019 - ieeexplore.ieee.org
Age of Information has been emerged as an interesting metric in real-time wireless networks
that captures the freshness of information in the underlying applications. This topic is …

Age of information aware VNF scheduling in industrial IoT using deep reinforcement learning

M Akbari, MR Abedi, R Joda… - IEEE Journal on …, 2021 - ieeexplore.ieee.org
In delay-sensitive industrial Internet of Things (IIoT) applications, the age of information (AoI)
is employed to characterize the freshness of information. Meanwhile, the emerging network …