2 papers
cs.IT2026
Deep Learning-Based Multi-User Communication Design for Dense IoT Networks: Interference-Aware Finite-Blocklength Communication and Preliminary MIMO Extensions
Arkadeep Sinha, Shubham Paul, R. Manivasakan
Dense IoT networks require reliable communication despite limited spectrum and substantial multi-user interference while maintaining manageable receiver complexity. This work intro…
cs.IT2026
Selective Interference Suppression of Siamese-Net in Heterogeneous Interference Channels
Arkadeep Sinha, Shubham Paul, R. Manivasakan +2
We study an end-to-end learnt short-block codes for a -user real Gaussian interference channel with heterogeneous pairwise interference strengths, while keeping single-user deco…