[HTML][HTML] Advancing 6G IoT networks: Willow Catkin packet transmission scheduling with AI and Bayesian game-theoretic approach-based resource allocation.

AMA Ibrahim, Z Chen, HA Eljailany, G Yu, AA Ipaye… - Internet of Things, 2024 - Elsevier
The rapid expansion of mobile broadband networks and the proliferation of Internet of
Things (IoT) applications have substantially increased data transmission and processing …

Towards Efficient 6G IoT Networks: A Perspective on Resource Optimization Strategies, Challenges, and Future Directions

Z Liwen, F Qamar, M Liaqat, MN Hindia… - IEEE Access, 2024 - ieeexplore.ieee.org
The next generation (6G) wireless communication technology has super advantages in high
transmission rates scenarios. Internet of Things (IoT) has been applied in recent years due …

SAHCI: scheduling approach for heterogeneous content-centric IoT applications

F Al-Turjman, E Ever, YB Zikria, SW Kim… - IEEE …, 2019 - ieeexplore.ieee.org
The Internet of Things (IoT) is one of the dominating paradigms of the new era with its
abilities to provide ubiquitous intelligence and pervasive interconnections to diverse …

New reward-clipping mechanism in deep-learning enabled internet of things in 6G to improve intelligent transmission scheduling

M Alhartomi - 2023 IEEE 13th annual computing and …, 2023 - ieeexplore.ieee.org
Sixth-generation (6G) networks and apps have lately benefited from the use of artificial
intelligence (AI) to improve a significant amount of data. The integration of AI with 6G can …

Randomization of data generation times improves performance of predictive IoT networks

M Nakip, E Gelenbe - 2021 IEEE 7th World Forum on Internet of …, 2021 - ieeexplore.ieee.org
A challenge of IoT networks is to offer Quality of Service (QoS) and meet deadline
requirements when packets from numerous IoT devices must be forwarded. Thus this paper …

Phasic Policy Gradient Based Resource Allocation for Industrial Internet of Things

L Bommisetty… - 2022 IEEE 19th Annual …, 2022 - ieeexplore.ieee.org
Time Slotted Channel Hopping (TSCH) behavioural mode has been introduced in IEEE
802.15. 4e standard to address the ultra-high reliability and ultra-low power communication …

Intelligent traffic adaptive resource allocation for edge computing-based 5G networks

M Chen, Y Miao, H Gharavi, L Hu… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
The popularity of smart mobile devices has led to a tremendous increase in mobile traffic,
which has put a considerable strain on the fifth generation of mobile communication …

Deep Grid Scheduler for 5G NB‐IoT Uplink Transmission

H Zhong, R Sun, F Mei, Y Chen, F Jin… - Security and …, 2021 - Wiley Online Library
Since the birth of narrowband Internet of Things (NB‐IoT), the Internet of Things (IoT)
industry has made a considerable progress in the application for smart cities, smart …

Multi-agent reinforcement learning enabled link scheduling for next generation internet of things

Y Zou, H Yin, Y Zheng, F Dressler - Computer Communications, 2023 - Elsevier
In next generation Internet of Things (NG-IoT) networks, numerous pieces of information are
aggregated from the user devices and sensor nodes to the local computing units for further …

Reinforcement Learning-Based Particle Swarm Optimization for End-to-End Traffic Scheduling in TSN-5G Networks

X Wang, H Yao, T Mai, S Guo… - IEEE/ACM Transactions on …, 2023 - ieeexplore.ieee.org
With the rapid development of the Industrial Internet of Things (IIoT), massive IIoT devices
connect to industrial networks via wired and wireless. Furthermore, industrial networks pose …