How do you improve time series classification results? Simple, just transform them into images😉Our findings on time series to image transformations for improving classification are now available online in one of the best Computer Science journals ieeexplore.ieee.org/document/97151…

Positioning smart infrastructures related research we've been doing in SensorLab in a recent IEEE Industrial Electronics Magazine piece ieeexplore.ieee.org/document/97672… #SmartGrids #ArtificialIntelligence

How to improve clustering of spectrograms from unlabeled wireless transmissions? Self-supervised learning for clustering of spectral data is a good choice as we show in our latest study: arxiv.org/abs/2210.02899 #deeplearning #wirelesscommunications #unsupervisedlearning

In the upcoming book chapter "Resource-aware Deep Learning for Wireless Fingerprinting Localization" arxiv.org/abs/2211.01759, we overview #sustainability #green #ai, #localization, and help estimate #carbon #footprint for most commonly used #deeplearning building blocks.

Congrats to my student Blaz on his work on GNNs for wireless link layer anomalies classification accepted at the IEEE WCNC conference. #GNN #DeepLearning #ainative #6gsns #Telecoms Blaž B. Sportinfo📰 CommSysJSI

Unlock the potential of #EnergyDataEcosystems with our new data- and knowledge-driven approach for managing and processing energy resources. Our approach aims to extend analytics services portfolios and create a transparent energy data value chain. doi.org/10.3390/en1511…

Klemen Bregar giving a lecture at CommSysJSI on advanced #indoor #positioning techniques focusing on the use of #UWB technology in living, office and industrial environments.

Anze Pirnat, a student CommSysJSI was selected for an ESA workshop. #ESA linkedin.com/posts/anzepirn…

Non-Intrusive Privacy-Preserving Approach for Presence Monitoring Based on WiFi Probe Requests mdpi.com/2161940 #mdpisensors via Sensors MDPI Authors: Aleš Simončič, Miha Mohorčič, Prof. dr. Mihael Mohorčič Mihael Mohorcic , Dr. Andrej Hrovat #clustering #monitoring #OPTICS

The #Springer has published a book by associates of the Department of communications systems; Arsim Kelmendi, Aleš Švigelj, Tomaž Javornik, and Andrej Hrovat entitled Site Diversity in Satellite Communications: Modelling Using Copula Functions. link.springer.com/book/10.1007/9…

Colleagues at SensorLab present a new self-sufficient online method for characterizing wave propagation and localizing events on transmission lines. arxiv.org/abs/2304.01733 #TransmissionLine #characterization #localization

"Integrated Localization and Communication: Advances and Challenges" Special Issue in #MDPISensors Editors: Dr. Andrej Hrovat, Prof. Dr. Ke Guan, Dr. Yang Miao, Prof. Dr. Gordana Gardasevic mdpi.com/journal/sensor…

Direction of arrival estimation for BLE: Antenna array design and evaluation doi.org/10.1016/j.aeue… via AEU - International Journal of Electronics and Communications Authors: Aleš Simončič, Dr. Tomaž Javornik, Dr. Aleksander Sešek, Dr. Andrej Hrovat #DoA #BLE #array #MUSIC

Prof. dr. Ke Guan iz Beijing Jiaotong University, Kitajska, sodelavec #CommSysJSI, bo imel na #MPŠ s strani #IEEE vabljeno predavanje, z naslovom »Multispectral Ray-Tracing Plus Artificial Intelligence for Knowing Channels Better«; MPŠ, 21.7.2023 ob 11h events.vtools.ieee.org/m/366528

Visit of the Beijing Jiaotong University delegation at the Jožef Stefan Institute e6.ijs.si/news/visit-of-… #BJTU #JSI #cooperation

18.-23. marca 2024 bodo na Institutu "Jožef Stefan" potekali Dnevi Jožefa Stefana. Vabljeni na okrogle mize, šov eksperimentov, podelitev prizanj, predavanja... Ne pozabite: v soboto, 23. marca, je Dan odprtih vrat priložnost, da tudi sami vstopite v svet znanosti. Vabljeni!

#Young Researcher Jožef Stefan Institute CommSysJSI; We offer: Full Time #Employment, Full #PhDScholarship, #Mentorship, team of #experts Topics: Environment Sensing and Localization mr.ijs.si/en/doc-dr-andr… Digital Twin mr.ijs.si/en/prof-dr-ale… #Apply [email protected] & [email protected]