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Sourajit Das

2 accepted papers

2025

State-Augmented Opportunistic Routing in Wireless Communication Systems with Graph Neural Networks

ICASSP 2025accepted

In this study, we address the challenge of packet based information routing in large-scale wireless communication networks. We approach this scenario by framing the problem as a statistical learning problem, where each node in the network relies only on the local data. Our exploration focuses on the…

Cited by 0SourceScholar
2024

State-Augmented Information Routing In Communication Systems With Graph Neural Networks

ICASSP 2024accepted

We consider the problem of routing network packets in a large-scale communication system where the nodes have access to only local information. We formulate this problem as a constrained learning problem, which can be solved using a distributed optimization algorithm. We approach this distributed op…

Cited by 0SourceScholar