20.500.12556/RUL-172833 Modeling parking occupancy using algorithm of 3D visibility network The modernization of the information communication infrastructure of the regional data transmission network has advanced in order to increase the maximum transmission speed of existing transport routes, ensuring the quality of the service and its reliability. In the present research work, a new approach for the 3D visibility network algorithm has been developed, showing how graph theory applied to wireless sensor networks (WSNs) enables technological development for new solutions in areas such as public infrastructure. The possibility of determining in such networks whether an area of interest is sufficiently covered by a given set of sensors by means of the Voronoi diagram is discussed. The parking dynamics and parking system were modeled with cellular neural networks (CNNs) based on weather conditions, and magnetic parking sensors were replaced with pillar sensors. The proposed method has proven its effectiveness in determining the position of the minimum sensors covering the area of interest, in order to find a solution in the occupation of parking spaces in the presence of different weather conditions. The proposed approach and experimental results offer potential applications in various fields such as lighting and rendering, motion planning, pattern recognition, computer graphics and computational geometry, in order to conduct studies on problems and perspectives of pillar sensor technology while reducing costs compared to magnetic ones. 3D visibility network-graph convolutional neural network sensor network Voronoi diagrams wireless networks algorithm graf vidljivostne 3D mreže konvolucijska nevronska mreža senzorsko omrežje Voronoi-evi diagrami algoritem brezžičnih omrežij true false true Angleški jezik Slovenski jezik Članek v reviji 2025-09-11 12:07:45 2025-09-11 12:07:46 2025-10-25 03:57:27 0000-00-00 00:00:00 2025 0 0 Str. 84424-84434 Vol. 13 Apr. 2025 0000-00-00 Zaloznikova Objavljeno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 004 2169-3536 10.1109/ACCESS.2025.3562796 237721091 RAZ_Babic_Matej_2025.pdf RAZ_Babic_Matej_2025.pdf 1 B86935B52149D9C840BB9E9538F1CC32 ca5c08879c12d8514ae4433292bc4286d7c0f420e59be648a9158511d2a9a4f3 f75c8e0c-8ef7-11f0-9328-0050569b8976 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=216931 https://ieeexplore.ieee.org/document/10971351 1 011e6b4e-8ef7-11f0-9328-0050569b8976 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=216930 Fakulteta za računalništvo in informatiko 0 0 0