DRL-based computation rate maximization for wireless powered multi-AP edge computing

S Zhang, S Bao, K Chi, K Yu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In the ongoing 5G and upcoming 6G eras, the intelligent Internet of Things (IoT) network will
take increasingly important responsibility for industrial production, daily life and so on. The …

DRL-based partial offloading for maximizing sum computation rate of wireless powered mobile edge computing network

S Zhang, H Gu, K Chi, L Huang, K Yu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The advanced Internet of Things (IoT) enables more and more interactions between people
and machines in the emerging applications, which rely on real-time communication and …

[HTML][HTML] Computational rate maximization for SWIPT-based mobile edge computing with alternative optimization algorithm

B Fang, X Chen, B Huang - Internet of Things, 2023 - Elsevier
With the rapid integration of Intelligent Computing and Internet of Things technology (IoT), Iot
sensor network devices are expected not only gather signal but also handle data computing …

DRL based partial offloading for maximizing sum computation rate of FDMA-based wireless powered mobile edge computing

W Chen, G Shen, K Chi, S Zhang, X Chen - Computer Networks, 2022 - Elsevier
Abstract Since most Internet of Things (IoT) nodes are powered by small-capacity batteries
and equipped with small computing units, it is difficult for them to process computing …

Residual energy maximization-based resource allocation in wireless-powered edge computing industrial IoT

H Xu, Q Li, H Gao, X Xu, Z Han - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Industrial Internet of Things (IIoT) is a new stage for traditional industry to achieve intelligent
development. However, the problems of limited resource, communication congestion, and …

Joint subcarrier and transmission power allocation in OFDMA-based WPT system for mobile-edge computing in iot environment

J Han, GH Lee, S Park, JK Choi - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Mobile-edge computing (MEC) is expected to play an important role in the next-generation
of Internet-of-Things (IoT) services with artificial intelligence (AI) by providing the sustainable …

An ADMM based method for computation rate maximization in wireless powered mobile-edge computing networks

S Bi, YJA Zhang - 2018 IEEE International Conference on …, 2018 - ieeexplore.ieee.org
In this paper, we consider a wireless powered mobile edge computing (MEC) network,
where the distributed energy-harvesting wireless devices (WDs) are powered by means of …

DRL-based offloading for computation delay minimization in wireless-powered multi-access edge computing

K Zheng, G Jiang, X Liu, K Chi… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Wireless power transfer (WPT) and edge computing have been validated as effective ways
to solve the energy-limited problem and computation-capacity-limited problem of wireless …

Weighted utility aware computational overhead minimization of wireless power mobile edge cloud

A Mahmood, A Ahmed, M Naeem, MR Amirzada… - Computer …, 2022 - Elsevier
Abstract Fifth-generation (5G) wireless networks are projected to support a large number of
low-power devices, which are an essential component of Internet of Things (IoT) …

Computation Rate Maximization for Wireless Powered Edge Computing With Multi-User Cooperation

Y Li, X Zhang, B Lei, Q Zhao, M Wei… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
The combination of mobile edge computing (MEC) and radio frequency-based wireless
power transfer (WPT) presents a promising technique for providing sustainable energy …