Resource management and reflection optimization for intelligent reflecting surface assisted multi-access edge computing using deep reinforcement learning
Z Wang, Y Wei, Z Feng, FR Yu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Multi-access edge computing (MEC) enables the computation-intensive and latency-critical
application to be processed at the network edge, which reduces the transmission latency …
application to be processed at the network edge, which reduces the transmission latency …
Latency and reliability aware edge computation offloading via an intelligent reflecting surface
Despite the advantages of multi-access edge computing in enabling latency-sensitive
services and extending the limited computing capabilities of network devices, access …
services and extending the limited computing capabilities of network devices, access …
Intelligent-reflecting-surface-aided mobile edge computing with binary offloading: Energy minimization for IoT devices
Mobile edge computing (MEC) is envisioned as a promising technique to support
computation-intensive and time-critical applications in future Internet of Things (IoT) era …
computation-intensive and time-critical applications in future Internet of Things (IoT) era …
Joint offloading design and bandwidth allocation for ris-aided multiuser mec networks
C Ge, Y Rao, J Ou, C Fan, J Ou, D Fan - Physical Communication, 2022 - Elsevier
This article examines a multiuser intelligent reflecting surface (RIS) aided mobile edge
computing (MEC) system, where multiple edge nodes (ENs) with powerful calculating …
computing (MEC) system, where multiple edge nodes (ENs) with powerful calculating …
Spectral graph theory based resource allocation for IRS-assisted multi-hop edge computing
The performance of mobile edge computing (MEC) depends critically on the quality of the
wireless channels. From this viewpoint, the recently advocated intelligent reflecting surface …
wireless channels. From this viewpoint, the recently advocated intelligent reflecting surface …
Joint Channel Estimation and Reinforcement Learning-Based Resource Allocation of Intelligent Reflecting Surface-Aided Multicell Mobile Edge Computing
Due to the massive computing demands of the Internet of Things, mobile edge computing
(MEC) has been extensively investigated as a means of providing computation-intensive …
(MEC) has been extensively investigated as a means of providing computation-intensive …
Toward energy-efficient multiple IRSs: Federated learning-based configuration optimization
Intelligent reflecting surface (IRS) can enhance the capacity and cost-effectiveness in future
wireless networks substantially. However, the configuration optimization of IRS in an energy …
wireless networks substantially. However, the configuration optimization of IRS in an energy …
Latency minimization for intelligent reflecting surface aided mobile edge computing
Computation off-loading in mobile edge computing (MEC) systems constitutes an efficient
paradigm of supporting resource-intensive applications on mobile devices. However, the …
paradigm of supporting resource-intensive applications on mobile devices. However, the …
Latency and reliability aware edge computation offloading in IRS-aided networks
Seeing the poor wireless conditions caused by obstacles and deep fading that often face the
access network, intelligent reflective surfaces (IRS) have been recently studied for …
access network, intelligent reflective surfaces (IRS) have been recently studied for …
Intelligent Reflecting Surfaces Enhanced Mobile Edge Computing: Minimizing the Maximum Computational Time
Intelligent reflecting surfaces (IRS) and mobile edge computing (MEC) have recently
attracted significant attention in academia and industry. Without consuming any external …
attracted significant attention in academia and industry. Without consuming any external …