radio-map

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yeehengwang / RadCloudSplat

Official implementation of “RadCloudSplat: Scatterer-Driven 3D Gaussian Splatting with Point-Cloud Priors for Radiomap Extrapolation,” IEEE INFOCOM 2026. Camera-free radio-frequency Gaussian splatting for radiomap and RSS extrapolation with LiDAR point-cloud priors.

rss point-cloud lidar radio-frequency wireless-communication wireless-propagation lidar-point-cloud official-implementation received-signal-strength gaussian-splatting 3d-gaussian-splatting multi-path-propagation radiomap radio-map radcloudsplat radiomap-extrapolation infocom2026 infocom-2026

Updated Aug 14, 2026
Python

nikitalokhmachev-ai / radio-map-estimation-public

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Code for the IEEE PIMRC 2023 paper "Radio Map Estimation with Deep Dual Path Autoencoders and Skip Connection Learning". Radio-map reconstruction with deep autoencoders.

deep-learning image-reconstruction signal-processing pytorch autoencoder ieee research-paper skip-connections radio-map dual-path-network

Updated Jun 8, 2025
Python

nikitalokhmachev-ai / radio-map-estimation

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Research/notebook version of the radio-map-estimation work. See radio-map-estimation-public for the polished release accompanying the IEEE PIMRC 2023 paper.

research deep-learning notebook signal-processing pytorch autoencoder radio-map dual-path-network