Výsledky vyhledávání - "Paul, Shubham"

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Learning Robust Representations for Communications over Interference-limited Channels

Autor: Paul, Shubham, Senthil, Sudharsan, Seshadri, Preethi, Seshadri, Nambi, Koilpillai, R David

In the context of cellular networks, users located at the periphery of cells are particularly vulnerable to substantial interference from neighbouring cells, which can be represented as a two-user interference channel. This study introduces two highl

Externí odkaz: http://arxiv.org/abs/2410.19767

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Learning Robust Representations for Communications over Noisy Channels

Autor: Senthil, Sudharsan, Paul, Shubham, Seshadri, Nambi, Koilpillai, R. David

We explore the use of FCNNs (Fully Connected Neural Networks) for designing end-to-end communication systems without taking any inspiration from existing classical communications models or error control coding. This work relies solely on the tools of

Externí odkaz: http://arxiv.org/abs/2409.01129

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