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
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
Tesla-Rapture
Dariush Salami, Ramin Hasibi, Sameera Palipana, Petar Popovski, Tom Michoel, Stephan Sigg
2022
IEEE Transactions on Mobile Computing
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
A global brain fuelled by local intelligence
Si Ahmed Naas, Thaha Mohammed, Stephan Sigg
2021
Proceedings of 16th International Conference on Mobility, Sensing and Networking (MSN 2020)
Camouflage Learning
Stephan Sigg, Le Ngu Nguyen, Jing Ma
2021
2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021
Zero-Shot Motion Pattern Recognition from 4D Point-Clouds
Dariush Salami, Stephan Sigg
2021
2021 IEEE 31st International Workshop on Machine Learning for Signal Processing, MLSP 2021
Recurrent convolutional neural networks for poet identification
Dariush Salami, Saeedeh Momtazi
2021
Digital Scholarship in the Humanities
A FAIR Extension for the MQTT Protocol
Dariush Salami, Olga Streibel, Marcus Rhenius, Stephan Sigg
2021
Proceedings of 16th International Conference on Mobility, Sensing and Networking (MSN 2020)
Storm Operation Prediction
Kevin Pirklbauer, Rainhard Dieter Findling
2021
2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021
Pantomime: Mid-Air Gesture Recognition with Sparse Millimeter-Wave Radar Point Clouds
Sameera Palipana, Dariush Salami, Luis A. Leiva, Stephan Sigg
2021
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies