Multi-agent Reinforcement Learning based Distributed Channel Access for Industrial Edge-Cloud Web 3.0

C Yang, Y Wang, S Lan, L Zhu - IEEE Transactions on Network …, 2024 - ieeexplore.ieee.org
In the emerging Web 3.0 applications for mass customized and personalized manufacturing,
smart mobile resources need to interact with each other and other resources to achieve …

Parallel Action Network Structure D3QN Based Channel Access and Power Control In DSA

K Lin, M Jin, M He - 2023 IEEE 18th Conference on Industrial …, 2023 - ieeexplore.ieee.org
Underlay dynamic spectrum access (DSA) has powerful effectiveness and efficiency for
sharing radio spectrum among DSA users. But two fundamental issues have to be …

A Comprehensive analysis of the Efficiency of Dynamic Spectrum Allocation Methods in Optical Fiber Communications

N Beemkumar, A Kumar, P Garg… - 2023 International …, 2023 - ieeexplore.ieee.org
The efficient utilization of optical fiber communications dramatically affects the community's
overall performance. As the ability demand for data communication increased through the …