Blar i AURA på forfatter "Teganya, Yves"
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Aerial Spectrum Surveying: Radio Map Estimation with Autonomous UAVs
Romero, Daniel; Shrestha, Raju; Teganya, Yves; Prabhakar Chepuri, Sundeep (Journal article; Peer reviewed, 2020)Radio maps are emerging as a popular means to endow next-generation wireless communications with situational awareness. In particular, radio maps are expected to play a central role in unmanned aerial vehicle (UAV) ... -
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 ...