Energy efficient computation offloading in aerial edge networks with multi-agent cooperation

W Liu, B Li, W Xie, Y Dai, Z Fei - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
With the high flexibility of supporting resource-intensive and time-sensitive applications,
unmanned aerial vehicle (UAV)-assisted mobile edge computing (MEC) is proposed as an …

Partial offloading in energy harvested mobile edge computing: A direct search approach

A Mahmood, A Ahmed, M Naeem, Y Hong - IEEE Access, 2020 - ieeexplore.ieee.org
In the next generation wireless communication paradigm, the number of devices are
expected to increase exponentially after the concept of Internet of Things (IoT). These …

Adaptive computation offloading policy for multi-access edge computing in heterogeneous wireless networks

H Ke, H Wang, W Sun, H Sun - IEEE Transactions on Network …, 2021 - ieeexplore.ieee.org
In heterogeneous wireless networks, massive mobile terminals randomly generate a large
number of computation tasks (payloads). How to better manage these mobile terminals …

Federated deep reinforcement learning for online task offloading and resource allocation in WPC-MEC networks

L Zang, X Zhang, B Guo - IEEE Access, 2022 - ieeexplore.ieee.org
Mobile edge computing (MEC) is considered a more effective technological solution for
developing the Internet of Things (IoT) by providing cloud-like capabilities for mobile users …

Game-combined multi-agent DRL for tasks offloading in wireless powered MEC networks

A Gao, S Zhang, Y Hu, W Liang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Wireless powered mobile edge computing (MEC) networks have been envisaged as a
promising technology to ensure the ultra-low-power requirement and enhance the …

Energy efficient computation offloading for nonorthogonal multiple access assisted mobile edge computing with energy harvesting devices

C Li, J Tang, Y Zhang, X Yan, Y Luo - Computer Networks, 2019 - Elsevier
The mobile edge computing (MEC) is combined with wireless energy transfer (WET) to
enhance the performance of wireless devices in Internet of Things (IoT) systems, which is …

Backscatter-assisted data offloading in OFDMA-based wireless-powered mobile edge computing for IoT networks

PX Nguyen, DH Tran, O Onireti, PT Tin… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Mobile-edge computing (MEC) has emerged as a prominent technology to overcome
sudden demands on computation-intensive applications of the Internet of Things (IoT) with …

Computation energy efficiency maximization for a NOMA-based WPT-MEC network

L Shi, Y Ye, X Chu, G Lu - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Emerging smart Internet-of-Things (IoT) applications are increasingly relying on mobile-
edge computing (MEC) networks, where the energy efficiency (EE) of computation is one of …

Joint offloading and resource allocation using deep reinforcement learning in mobile edge computing

X Zhang, X Zhang, W Yang - IEEE Transactions on Network …, 2022 - ieeexplore.ieee.org
Mobile edge computation offloading (MECO) has recently emerged as a promising method
to support computation-intensive and latency-sensitive applications, significantly saving the …

Residual energy maximization for wireless powered mobile edge computing systems with mixed-offloading

M Wu, W Qi, J Park, P Lin, L Guo… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This paper studies a joint design of resource allocation and task offloading in a wireless
powered mobile edge computing network involving different types of computation tasks. To …