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
Sahar Golipoor
Visiting Doctoral Researcher
Latest publications
Message from the general and tpc co-chairs
Abhishek Dubey, Niki Trigoni, Aron Laszka, Stephan Sigg
2023
2023 IEEE International Conference on Smart Computing (SMARTCOMP)
Detecting an Ataxia-Type Disease from Acceleration Data
Eileen Kranzle, Stephan Sigg
2023
2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2023
Knowledge Sharing in AI Services: A Market-based Approach
Thaha Mohammed, Si-Ahmed Naas, Stephan Sigg, Mario Di Francesco
2023
IEEE Internet of Things Journal
Fast converging Federated Learning with Non-IID Data
Si Ahmed Naas, Stephan Sigg
2023
2023 IEEE 97th Vehicular Technology Conference, VTC 2023-Spring - Proceedings
A Joint Radar and Communication Approach for 5G NR using Reinforcement Learning
Dariush Salami, Wanru Ning, Kalle Ruttik, Riku Jantti, Stephan Sigg
2023
IEEE Communications Magazine
Water quality analysis using mmWave radars
Dariush Salami, Anni Juvakoski, Riku Vahala, Michael Beigl, Stephan Sigg
2023
2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2023
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
Message from the General and TPC Co-Chairs
Valérie Issarny, Stephan Sigg, Chiara Boldrini, Simone Silvestri
2022
2022 IEEE International Conference on Smart Computing (SMARTCOMP)
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
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