Spectrum Cartography

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Most implemented papers archive 2025-07-28

4 shown of 4 papers with code (12 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Radio Map Estimation via Latent Domain Plug-and-Play Denoising
  23 Jan 2025 1 repository listed
  Unlike conventional PnP methods that operate directly in the data domain, the proposed method exploits the underlying physical structure of radio maps and proposes an ADMM algorithm that denoises in a latent domain.
• Quantized Radio Map Estimation Using Tensor and Deep Generative Models
  3 Mar 2023 1 repository listed
  Spectrum cartography (SC), also known as radio map estimation (RME), aims at crafting multi-domain (e.
• Deep Spectrum Cartography: Completing Radio Map Tensors Using Learned Neural Models
  1 May 2021 1 repository listed
  However, such deep learning (DL)-based SC approaches encounter serious challenges in both off-line model learning (training) and completion (generalization), possibly because the latent state space for generating the…
• Location-free Spectrum Cartography
  30 Dec 2018 1 repository listed
  Spectrum cartography constructs maps of metrics such as channel gain or received signal power across a geographic area of interest using spatially distributed sensor measurements.