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Image Credit: Arxiv

Robust Learning-Based Sparse Recovery for Device Activity Detection in Grant-Free Random Access Cell-Free Massive MIMO: Enhancing Resilience to Impairments

  • The paper discusses activity detection in grant-free random access for mMTC within the context of cell-free massive MIMO systems.
  • The proposed algorithm is a simple and efficient data-driven approach tailored for device activity detection.
  • The study analyzes the algorithm's resilience to input perturbations and examines the effects of using a fixed-point representation.

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