Department of Communications and Networking

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.
Ambient Intelligence

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.

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The research group is led by Professor Stephan Sigg.

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
More information on our research in the Research database.
Research database
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