Spectrum Cartography

3 papers with code • 0 benchmarks • 0 datasets

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Most implemented papers

Location-free Spectrum Cartography

uiano/location-free-cartography 30 Dec 2018

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.

Deep Spectrum Cartography: Completing Radio Map Tensors Using Learned Neural Models

shresthasagar/deep-sc 1 May 2021

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 radio maps is prohibitively large.

Quantized Radio Map Estimation Using Tensor and Deep Generative Models

XiaoFuLab/Quantized-Radio-Map-Estimation-BTD-and-DGM 3 Mar 2023

Spectrum cartography (SC), also known as radio map estimation (RME), aims at crafting multi-domain (e. g., frequency and space) radio power propagation maps from limited sensor measurements.