Ambient Intelligence
Ambient Intelligence -tutkimusryhmä tutkii tehokkaita algoritmeja, jotka mahdollistavat vuorovaikutuksen älykkäiden tilojen kanssa, mukaan lukien henkilökohtainen ja ympäristön kartoitus, käyttökelpoinen turvallisuus, optimointi ja koneoppimismenetelmät.
Ryhmä kehittää algoritmeja laajalle mobiileille järjestelmille, erityisesti Activity recognition ja usable security suhteen. Algoritmit analysoidaan ja optimoidaan mobiiliympäristössä ympäristössä asetettujen rajoitusten suhteen, ja niiden suorituskyky varmistetaan empiirisesti tiukkoissa kokeellisissa tutkimuksissa. Tuloksia esitellään säännöllisesti instrumentointien avulla mobiililaitteista prototyyppi anturilaitteisiin.
Yhteystiedot
Tutkimusryhmää johtaa professori Stephan Sigg.
Ryhmän jäsenet
Sahar Golipoor
Visiting Doctoral Researcher
Uusimmat julkaisut
Current State and Future Research Directions of Radar-Based Human-Computer Interaction
Klen Čopič Pucihar, Dariush Salami, Nuwan T. Attygalle
2026
Radar-Based Human-Computer Interaction
Introduction to the Special Issue on LLM Empowered Internet of Things Part 2
Wei Dong, Jiliang Wang, Stephan Sigg, Luca Mottola
2026
ACM Transactions on Internet of Things
Gesture Recognition from body-Worn RFID under Missing Data
Sahar Golipoor, Richard T. Brophy, Ying Liu, Reza Ghazalian, Stephan Sigg
2026
IEEE Transactions on Mobile Computing
Gesture recognition and hand pose tracking using wearable mmWave radars
Otso Luukkanen, Dariush Salami, Hüseyin Yiğitler, Stephan Sigg
2026
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)
PPSplitFed: Privacy-Preserving Splitfed Learning via Functional Encryption
Jing Ma, Xixiang Lyu, Yong Yu, Stephan Sigg
2026
IEEE Transactions on Emerging Topics in Computing
Impact of Time-Series Representation on Emotion Recognition
Anna Parilova, Si Zuo, Stephan Sigg
2026
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)
Editors' Introduction to the Issue, March 2026
Thomas Ploetz, Lena Mamykina, Laura Barnes, Sarah Clinch, Franca Delmastro, Uichin Lee, Alanson Sample, Stephan Sigg, Edison Thomaz, Kristof Van Laerhoven, Nadir Weibel, Chenren Xu, Fusang Zhang
2026
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
Holography with Dense Wireless Networks : A Case for Ethical Design
Stefano Savazzi, Sage Cammers-Goodwin, Alexander Paulus, Sanaz Kianoush, Sahar Golipoor, Ying Liu, Dariush Salami, Thomas Eibert, Ciano Aydin
2026
IEEE Communications Magazine
Authenticity and Confidentiality in Flow-Based Closed-Loop Molecular Communication Systems
Yannick Specht, Stephan Sigg
2026
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)
Chunip: Charging-Uninterrupted In-Band Parallel Communication for Magnetic MIMO Wireless Power Transfer System
Xinyu Wang, Shenyao Jiang, Hao Zhou, Tianjian Yang, Bo Qian, Ying Liu, Qi Song, Yusheng Ji
2026
INFOCOM 2026 - IEEE Conference on Computer Communications