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Found 6 papers, 1 papers with code
Unsupervised Graph-based Learning Method for Sub-band Allocation in 6G Subnetworks
In this paper, we present an unsupervised approach for frequency sub-band allocation in wireless networks using graph-based learning.
Proximal Policy Optimization for Integrated Sensing and Communication in mmWave Systems
In wireless communication systems, mmWave beam tracking is a critical task that affects both sensing and communications, as it is related to the knowledge of the wireless channel.
Unsupervised Deep Unfolded PGD for Transmit Power Allocation in Wireless Systems
Transmit power control (TPC) is a key mechanism for managing interference, energy utilization, and connectivity in wireless systems.
On the required radio resources for ultra-reliable communication in highly interfered scenarios
Future wireless systems are expected to support mission-critical services demanding higher and higher reliability.
Power Control for 6G Industrial Wireless Subnetworks: A Graph Neural Network Approach
Interference management techniques such as centralized power control can improve spectral efficiency in dense deployments of such subnetworks.
Polarimetric Room Electromagnetics
A polarimetric model for the power delay spectrum for inroom communication is proposed.
