Ambient Intelligence
The group studies efficient algorithms that enable intelligent spaces and interaction, including on-body and environmental sensing, usable security, optimization and machine learning methods.
The group develops algorithms for Pervasive and Mobile Systems, in particular with regard to Activity Recognition and Usable Security. The algorithms are analysed, and optimized with respect to constraints in mobile and pervasive environments and their performance is empirically verified in rigorous experimental studies. The results are regularly demonstrated through instrumentations ranging from mobile devices to prototype sensing hardware.
Contact
The research group is led by Professor Stephan Sigg.
Group members
Latest publications
Energy-Efficient Design for RIS-assisted UAV communications in beyond-5G Networks
Anay Ajit Deshpande, Cristian J. Vaca-Rubio, Salman Mohebi, Dariush Salami, Elisabeth De Carvalho, Petar Popovski, Stephan Sigg, Michele Zorzi, Andrea Zanella
2022
2022 20th Mediterranean Communication and Computer Networking Conference, MedComNet 2022
Detection of an Ataxia-type disease from EMG and IMU sensors
Tobias Dorszewski, Weixuan Jiang, Stephan Sigg
2022
2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2022
Privacy-preserving federated learning based on multi-key homomorphic encryption
Jing Ma, Si-Ahmed Naas, Stephan Sigg, Xixiang Lyu
2022
International Journal of Intelligent Systems
Adversary Models for Mobile Device Authentication
René Mayrhofer, Stephan Sigg
2022
ACM COMPUTING SURVEYS
Knowledge Sharing in AI Services: A Market-based Approach
Thaha Mohammed, Si-Ahmed Naas, Stephan Sigg, Mario Di Francesco
2022
IEEE Internet of Things Journal
Tesla-Rapture
Dariush Salami, Ramin Hasibi, Sameera Palipana, Petar Popovski, Tom Michoel, Stephan Sigg
2022
IEEE Transactions on Mobile Computing
User Localization using RF Sensing
Cristian J. Vaca-Rubio, Dariush Salami, Petar Popovski, Elisabeth de Carvalho, Zheng Hua Tan, Stephan Sigg
2022
30th European Signal Processing Conference, EUSIPCO 2022 - Proceedings
Personalized Gestures Through Motion Transfer
Si Zuo, Stephan Sigg
2022
IEEE Pervasive Computing
BCG ECG-based secure communication for medical devices in Body Area Networks
Nils Beck, Si Zuo, Stephan Sigg
2021
2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021
Intuitive Privacy from Acoustic Reach: A Case for Networked Voice User-Interfaces
Tom Bäckström, Sneha Das, Pablo Perez Zarazaga, Johannes Fischer, Rainhard Findling, Stephan Sigg, Le Nguyen
2021
Proceedings of the 1st ISCA Symposium on Security and Privacy in Speech Communication