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.

Group homepage

Contact

The research group is led by Professor Stephan Sigg.

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)

Accurate RF-sensing of complex gestures using RFID with variable phase-profiles

Sahar Golipoor, Stephan Sigg 2023 2023 IEEE 32nd International Symposium on Industrial Electronics, ISIE 2023 - Proceedings

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)
More information on our research in the Aalto research portal.
Research portal
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