Towards edge computing in intelligent manufacturing: Past, present and future

G Nain, KK Pattanaik, GK Sharma - Journal of Manufacturing Systems, 2022 - Elsevier
Abstract Industry 4.0 (I4. 0) is the fourth industrial revolution and a synonym for intelligent
manufacturing. It drives the convergence of several cutting-edge technologies to provoke …

A survey on integrated sensing, communication, and computation

D Wen, Y Zhou, X Li, Y Shi, K Huang… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
The forthcoming generation of wireless technology, 6G, promises a revolutionary leap
beyond traditional data-centric services. It aims to usher in an era of ubiquitous intelligent …

Perception task offloading with collaborative computation for autonomous driving

Z **ao, J Shu, H Jiang, G Min… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Autonomous driving has so far received numerous attention from academia and industry.
However, the inevitable occlusion is a great menace to safety and reliable driving. Existing …

Edge-assisted multi-layer offloading optimization of LEO satellite-terrestrial integrated networks

X Cao, B Yang, Y Shen, C Yuen… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Sixth-Generation (6G) technologies will revolutionize the wireless ecosystem by enabling
the delivery of futuristic services through satellite-terrestrial integrated networks (STINs). As …

Accuracy-guaranteed collaborative DNN inference in industrial IoT via deep reinforcement learning

W Wu, P Yang, W Zhang, C Zhou… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Collaboration among industrial Internet of Things (IoT) devices and edge networks is
essential to support computation-intensive deep neural network (DNN) inference services …

Deep reinforcement learning based computation offloading and trajectory planning for multi-UAV cooperative target search

Q Luo, TH Luan, W Shi, P Fan - IEEE Journal on Selected …, 2022 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) are widely used for surveillance and monitoring to
complete target search tasks. However, the short battery life and moderate computational …

A survey of deep learning based NOMA: State of the art, key aspects, open challenges and future trends

SAH Mohsan, Y Li, AV Shvetsov, J Varela-Aldás… - Sensors, 2023 - mdpi.com
Non-Orthogonal Multiple Access (NOMA) has become a promising evolution with the
emergence of fifth-generation (5G) and Beyond-5G (B5G) rollouts. The potentials of NOMA …

Joint task offloading and caching for massive MIMO-aided multi-tier computing networks

K Wang, W Chen, J Li, Y Yang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In this paper, a massive multiple-input multiple-output (MIMO) relay assisted multi-tier
computing (MC) system is employed to enhance the task computation. We investigate the …

Over-the-Air Computation for 6G: Foundations, Technologies, and Applications

Z Wang, Y Zhao, Y Zhou, Y Shi, C Jiang… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
The rapid advancement of artificial intelligence technologies has given rise to diversified
intelligent services, which place unprecedented demands on massive connectivity and …

Task offloading with multi-tier computing resources in next generation wireless networks

K Wang, J **, Y Yang, T Zhang… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
With the development of next-generation wireless networks, the Internet of Things (IoT) is
evolving towards the intelligent IoT (iIoT), where intelligent applications usually have …