Search Results for author: Tharaka Perera

Found 2 papers, 1 papers with code

Graph Neural Networks for Physical-Layer Security in Multi-User Flexible-Duplex Networks

no code implementations8 Feb 2024 Tharaka Perera, Saman Atapattu, Yuting Fang, Jamie Evans

This paper explores Physical-Layer Security (PLS) in Flexible Duplex (FlexD) networks, considering scenarios involving eavesdroppers.

Flex-Net: A Graph Neural Network Approach to Resource Management in Flexible Duplex Networks

1 code implementation20 Jan 2023 Tharaka Perera, Saman Atapattu, Yuting Fang, Prathapasinghe Dharmawansa, Jamie Evans

Flexible duplex networks allow users to dynamically employ uplink and downlink channels without static time scheduling, thereby utilizing the network resources efficiently.

Combinatorial Optimization Management +1

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