RadioTrace jointly estimates radio maps and transmitter locations by embedding Tx-coordinate gradient updates inside the reverse denoising loop of a frozen diffusion prior, without deployment-time fine-tuning.
RadioUNet: Fast radio map estimation with convolutional neural networks,
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RadioTrace: Transmitter-Aware Diffusion for Radio Map Estimation without Deployment-Time Fine-Tuning
RadioTrace jointly estimates radio maps and transmitter locations by embedding Tx-coordinate gradient updates inside the reverse denoising loop of a frozen diffusion prior, without deployment-time fine-tuning.