10 papers
Resource-aware Deep Learning for Wireless Fingerprinting Localization
Gregor Cerar, Blaž Bertalanič, Carolina Fortuna
Location based services, already popular with end users, are now inevitably becoming part of new wireless infrastructures and emerging business processes. The increasingly popular…
On-Premise Artificial Intelligence as a Service for Small and Medium Size Setups
Carolina Fortuna, Din Mušić, Gregor Cerar +3
Artificial Intelligence (AI) technologies are moving from customized deployments in specific domains towards generic solutions horizontally permeating vertical domains and industri…
Towards Sustainable Deep Learning for Wireless Fingerprinting Localization
Anže Pirnat, Blaž Bertalanič, Gregor Cerar +3
Location based services, already popular with end users, are now inevitably becoming part of new wireless infrastructures and emerging business processes. The increasingly popular…
Learning to Fairly Classify the Quality of Wireless Links
Gregor Cerar, Halil Yetgin, Mihael Mohorčič +1
Machine learning (ML) has been used to develop increasingly accurate link quality estimators for wireless networks. However, more in-depth questions regarding the most suitable cla…
Improving CSI-based Massive MIMO Indoor Positioning using Convolutional Neural Network
Gregor Cerar, Aleš Švigelj, Mihael Mohorčič +2
Multiple-input multiple-output (MIMO) is an enabling technology to meet the growing demand for faster and more reliable communications in wireless networks with a large number of t…
Time-to-Provision Evaluation of IoT Devices Using Automated Zero-Touch Provisioning
Ivan Boškov, Halil Yetgin, Matevž Vučnik +2
The Internet of Things (IoT) is being widely adopted in today's society, interconnecting smart embedded devices that are being deployed for indoor and outdoor environments, such as…