Reconfigurable intelligent surface aided mobile edge computing: From optimization-based to location-only learning-based solutions

X Hu, C Masouros, KK Wong - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In this paper, we explore optimization-based and data-driven solutions in a reconfigurable
intelligent surface (RIS)-aided multi-user mobile edge computing (MEC) system, where the …

Reconfigurable intelligent surface assisted mobile edge computing with heterogeneous learning tasks

S Huang, S Wang, R Wang, M Wen… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The ever-growing popularity and rapid development of artificial intelligence (AI) have raised
rethinking on the evolution of wireless networks. Mobile edge computing (MEC) provides a …

Reconfigurable intelligent surface aided mobile edge computing

T Bai, C Pan, C Han, L Hanzo - IEEE Wireless Communications, 2021 - ieeexplore.ieee.org
Given the proliferation of wireless sensors and smart mobile devices, an explosive
escalation of the volume of data is anticipated. However, restricted by their limited physical …

Intelligence-empowered mobile edge computing: Framework, issues, implementation, and outlook

K Jiang, C Sun, H Zhou, X Li, M Dong… - IEEE Network, 2021 - ieeexplore.ieee.org
Recently, artificial intelligence (AI) is undergoing a sustained success renaissance as it can
substantially improve networks' cognitive performance and intelligence, thereby contributing …

Energy minimization for intelligent reflecting surface-assisted mobile edge computing

C Sun, W Ni, Z Bu, X Wang - IEEE Transactions on Wireless …, 2022 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS) has been increasingly considered in mobile edge
computing (MEC), assisting smart terminals (STs) in offloading computationally-intense …

Optimizing AI service placement and resource allocation in mobile edge intelligence systems

Z Lin, S Bi, YJA Zhang - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
Leveraging recent advances on mobile edge computing (MEC), edge intelligence has
emerged as a promising paradigm to support mobile artificial intelligence (AI) applications at …

Reconfigurable intelligent surface for low-latency edge computing in 6G

Y Dai, YL Guan, KK Leung… - IEEE Wireless …, 2021 - ieeexplore.ieee.org
Edge computing, as one of the key technologies in 6G networks, establishes a distributed
computing environment by deploying computation and storage resources in proximity to end …

Energy efficient reconfigurable intelligent surface enabled mobile edge computing networks with NOMA

Z Li, M Chen, Z Yang, J Zhao, Y Wang… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Reconfigurable intelligent surface (RIS) has emerged as a promising technology for
achieving high spectrum and energy efficiency in future wireless communication networks …

IRS aided MEC systems with binary offloading: A unified framework for dynamic IRS beamforming

G Chen, Q Wu, R Liu, J Wu… - IEEE Journal on Selected …, 2022 - ieeexplore.ieee.org
In this paper, we develop a unified dynamic intelligent reflecting surface (IRS) beamforming
framework to boost the sum computation rate of an IRS-aided mobile edge computing (MEC) …

HAMEC-RSMA: Enhanced aerial computing systems with rate splitting multiple access

TP Truong, NN Dao, S Cho - IEEE Access, 2022 - ieeexplore.ieee.org
Aerial networks have been widely considered a crucial component for ubiquitous coverage
in the next-generation mobile networks. In this scenario, mobile edge computing (MEC) and …