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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Contact

The research group is led by Professor Stephan Sigg.

Latest publications

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

Analysing Ballistocardiography for Pervasive Healthcare

Roni Hytönen, Alison Tshala, Jan Schreier, Melissa Holopainen, Aada Forsman, Minna Oksanen, Rainhard Findling, Nico Jähne-Raden, Le Nguyen, Stephan Sigg 2021 Proceedings of 2020 16th International Conference on Mobility, Sensing and Networking (MSN 2020)

A Multisensory Edge-Cloud Platform for Opportunistic Radio Sensing in Cobot Environments

Sanaz Kianoush, Stefano Savazzi, Manuel Beschi, Stephan Sigg, Vittorio Rampa 2021 IEEE Internet of Things Journal

Towards battery-less RF sensing

Manila Kodali, Le Ngu Nguyen, Stephan Sigg 2021 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021

AF-DCGAN

Qiyue Li, Heng Qu, Zhi Liu, Nana Zhou, Wei Sun, Stephan Sigg, Jie Li 2021 IEEE Transactions on Emerging Topics in Computational Intelligence

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)

Real-time emotion recognition for sales

Si Ahmed Naas, Stephan Sigg 2021 Proceedings of 16th International Conference on Mobility, Sensing and Networking (MSN 2020)

Camouflage learning

Le Ngu Nguyen, Stephan Sigg, Jari Lietzén, Rainhard Dieter Findling, Kalle Ruttik 2021 IEEE Transactions on Mobile Computing

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

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