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  • Polytechnique MontrĂ©al
  • MontrĂ©al, QuĂ©bec, Canada

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tnd-lab/README.md

TND Lab - Telecom Neural Detection Lab

TND Lab researches detection and estimation in telecom and radar systems using neural networks. We focus on high-dimensional representations of wireless channels and received signals, leveraging their deterministic and probabilistic characteristics to enhance estimation and detection tasks. Our work integrates mathematical tools like probability and optimization theory with AI/ML techniques, including latent distribution learning, neural network architecture, and loss function design.

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  1. High-Dimensional-MIMO-OFDM-Channel-Estimation High-Dimensional-MIMO-OFDM-Channel-Estimation Public

    Jupyter Notebook 2 1

  2. Generative-and-Explainable-AI-for-High-Dimensional-Channel-Estimation Generative-and-Explainable-AI-for-High-Dimensional-Channel-Estimation Public

    ICC 2025

    Jupyter Notebook 8 1

  3. Neural-Network-based-Information-Theoretic-Transceivers Neural-Network-based-Information-Theoretic-Transceivers Public

    Jupyter Notebook 3 1

  4. AIO-RAN-NTN AIO-RAN-NTN Public

    AI-Open-RAN for Non-Terrestrial Networks

    Jupyter Notebook 2

  5. Temporal-MDS-ViT-Classification Temporal-MDS-ViT-Classification Public

    Python

  6. DRL-Active-Jamming-Interference-Networks DRL-Active-Jamming-Interference-Networks Public

    Jupyter Notebook