• Channel Gain Cartography via Mixture of Experts 

      Lopez Ramos, Luis Miguel; Teganya, Yves; Beferull-Lozano, Baltasar; Kim, Seung-Jun (Journal article; Peer reviewed, 2020)
    • Data-Driven Spectrum Cartography via Deep Completion Autoencoders 

      Teganya, Yves; Romero, Daniel (Journal article; Peer reviewed, 2020)
      Spectrum maps, which provide RF spectrum metrics such as power spectral density for every location in a geographic area, find numerous applications in wireless communications such as interference control, spectrum management, ...
    • Localization-Free Power Cartography 

      Teganya, Yves; Lopez-Ramos, Luis M.; Romero, Daniel; Beferull-Lozano, Baltasar (Chapter; Peer reviewed, 2018)
      Spectrum cartography constructs maps of metrics such as channel gain or received signal power across a geographic area of interest using measurements of spatially distributed sensors. Applications of these maps include ...
    • Location-Free Spectrum Cartography 

      Teganya, Yves; Romero, Daniel; Lopez-Ramos, Luis M.; Beferull-Lozano, Baltasar (Journal article; Peer reviewed, 2019)
    • Machine Learning Tools for Radio Map Estimation in Fading-Impaired Channels 

      Teganya, Yves (Doctoral Dissertations at the University of Agder; no. 297, Doctoral thesis, 2020)
      In spectrum cartography, also known as radio map estimation, one constructs maps that provide the value of a given channel metric such as as the received power, power spectral density (PSD), electromagnetic absorption, or ...