Research output per year
Research output per year
Personal profile
Artistic and research interests
Stephan Sigg is a Professor at Aalto University in the Department of Information and Communications Engineering. His research interests include the design, analysis and optimisation of algorithms for distributed and ubiquitous systems. Especially, his work covers proactive computing, distributed adaptive beamforming, context-based secure key generation and device-free passive activity recognition. Stephan is an editorial board member of the Elsevier Journal on Computer Communications and has been a guest editor for the Springer Personal and Ubiquitous Computing Systems Journal. He has served on the organizing and technical committees numerous prestigious conferences including IEEE PerCom, ACM Ubicomp.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctoral degree, Engineering and Technology, Universität Kassel
Award Date: 25 Feb 2008
Keywords
- Context prediction
- Distributed adaptive Beamforming
- Mobile Crowdsourcing
- Physical layer mathematical calculations
- Device-free activity recognition
- Spontaneous secure device pairing
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Collaborations and top research areas from the last five years
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Angle-Agnostic Radio Frequency Sensing Integrated into 5G-NR
Salami, D., Hasibi, R., Savazzi, S., Michoel, T. & Sigg, S., 2024, In: IEEE Sensors Journal. 24, 21, p. 36099-36114 16 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile4 Downloads (Pure) -
A Paradigm Shift from an Experimental-Based to a Simulation-Based Framework Using Motion-Capture Driven MIMO Radar Data Synthesis
Waqar, S., Muaaz, M., Sigg, S. & Patzold, M., 15 May 2024, In: IEEE Sensors Journal. 24, 10, p. 16614-16628 15 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)38 Downloads (Pure) -
Direction-agnostic gesture recognition system using commercial WiFi devices
Qin, Y., Sigg, S., Pan, S. & Li, Z., 15 Feb 2024, In: Computer Communications. 216, p. 34-44 11 p.Research output: Contribution to journal › Article › Scientific › peer-review
1 Citation (Scopus) -
Environment and Person-independent Gesture Recognition with Non-static RFID Tags Leveraging Adaptive Signal Segmentation
Golipoor, S. & Sigg, S., 2024, 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation, ETFA 2024. Facchinetti, T., Cenedese, A., Bello, L. L., Vitturi, S., Sauter, T. & Tramarin, F. (eds.). IEEE, 8 p. (IEEE International Conference on Emerging Technologies and Factory Automation, ETFA).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile9 Downloads (Pure) -
Generating Multivariate Synthetic Time Series Data for Absent Sensors from Correlated Sources
Bañuelos, J. J., Sigg, S., He, J., Salim, F. & Costa-Requena, J., 3 Jun 2024, NetAISys 2024 - Proceedings of the 2024 2nd International Workshop on Networked AI Systems. ACM, p. 19-24 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile18 Downloads (Pure)
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HOLDEN: Ethical Design of Holography with Dense wireless Networks
Sigg, S. (Principal investigator), Zuo, S. (Project Member), Liu, Y. (Project Member), Jeronimo Banuelos, J. (Project Member), Golipoor, S. (Project Member) & Song, Y. (Project Member)
01/06/2023 → 31/05/2026
Project: EU: Framework programmes funding
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SUSTAIN: Smart Building Sensitive To Daily Sentiment
Sigg, S. (Principal investigator), Zuo, S. (Project Member), Heikura, T. (Project Member), Salami, D. (Project Member) & Golipoor, S. (Project Member)
01/10/2022 → 31/03/2026
Project: EU: Framework programmes funding
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ERMES: INFORMATION TRANSFER BETWEEN MEDICAL DOCTORS AND IMPLANTED MEDICAL DEVICES VIA SYNTHETIC MOLECULAR COMMUNICATION
Sigg, S. (Principal investigator)
01/04/2025 → 31/03/2028
Project: EU: Framework programmes funding
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WINDMILL: Integrating Wireless Communication ENgineering and MachIne Learning
Tirkkonen, O. (Principal investigator), Salami, D. (Project Member), Sigg, S. (Project Member) & Kazemi, P. (Project Member)
01/01/2019 → 30/06/2023
Project: EU: MC
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RadioSense: Wireless Big Data Augmented Smart Industry
Sigg, S. (Principal investigator), Naas, S.-A. (Project Member), Zuo, S. (Project Member), Kodali, M. (Project Member), Raja, M. (Project Member) & Palipana, S. (Project Member)
01/01/2019 → 28/02/2022
Project: Academy of Finland: Other research funding
Datasets
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Pantomime dataset and source
Palipana, S. (Creator), Salami, D. (Creator), Leiva, L. (Creator) & Sigg, S. (Creator), Zenodo, 2020
DOI: 10.5281/zenodo.3772659, https://zenodo.org/record/4459969
Dataset
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1X4 radio channel data at 3.42 GHz for device-free human sensing
Palipana, S. (Creator), Malm, N. (Creator) & Sigg, S. (Creator), Zenodo, 1 Jul 2019
Dataset
Prizes
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Dissertation with honours in computer science (summa cum laude)
Sigg, S. (Recipient), 2008
Prize: Award or honor granted for a specific work
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VDI prize of the VDI-Nordhessen for an outstanding dissertation in the year 2008 (1st prize)
Sigg, S. (Recipient), 2009
Prize: Award or honor granted for a specific work
Activities
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NII Shonan Meeting
Sigg, S. (Organiser)
2018Activity: Participating in or organising an event types › Membership of an organizing committee or other positions of trust of a conference or a seminar
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Dagstuhl Seminar
Sigg, S. (Organiser)
2018Activity: Participating in or organising an event types › Membership of an organizing committee or other positions of trust of a conference or a seminar
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Committee member in a PhD defense, at the National Institute of Informatics, Tokyo, Japan
Sigg, S. (Examiner)
Jun 2016Activity: Academic assessments › Pre-examination of doctoral thesis or acting as opponent to doctoral students or membership of doctoral thesis committee or board
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Foreign Organisation
Sigg, S. (Visiting researcher)
27 May 2016 → 18 Jul 2016Activity: Visiting an external institution types › Visiting an external academic institution
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The 7th EAI International Conference on Mobile Computing, Applications and Services, Berlin, Germany 12 - 13.11.2015, Germany
Sigg, S. (Contributor)
2015Activity: Talk or presentation types › Conference presentation
Press/Media
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An AI-based Framework to Optimize Mobile Services
03/11/2023
1 item of Media coverage
Press/Media: Media appearance
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New Findings from Aalto University in the Area of Technology Described (Tesla-rapture: a Lightweight Gesture Recognition System From Mmwave Radar Sparse Point Clouds)
23/08/2023
1 item of Media coverage
Press/Media: Media appearance
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Investigators at Aalto University Report Findings in Air Traffic Control (A Joint Radar and Communication Approach for 5g Nr Using Reinforcement Learning)
Ruttik, K., Jäntti, R. & Sigg, S.
27/07/2023
1 item of Media coverage
Press/Media: Media appearance
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Heterogeneous Resource Management for Services based on Artificial Intelligence
12/07/2023
1 item of Media coverage
Press/Media: Media appearance
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Studies from Aalto University Have Provided New Information about Information and Data Privacy (Camouflage Learning: Feature Value Obscuring Ambient Intelligence for Constrained Devices)
20/02/2023
1 item of Media coverage
Press/Media: Media appearance