Stephan Sigg
Ambient Intelligence
Professor
T412 Department of Information and Communications Engineering
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.
Full researcher profile
Email
stephan.sigg@aalto.fi
Postal address
Maarintie 8
02150 Espoo
Finland
Phone number
+358504666941
Areas of expertise
Context prediction, Distributed adaptive Beamforming, Mobile Crowdsourcing, Physical layer mathematical calculations, Device-free activity recognition, Spontaneous secure device pairing
Honors and awards
Dissertation with honours in computer science (summa cum laude)
Award or honor granted for a specific work
Department of Communications and Networking
Jan 2008
VDI prize of the VDI-Nordhessen for an outstanding dissertation in the year 2008 (1st prize)
Award or honor granted for a specific work
Department of Communications and Networking
Jan 2009
Research groups
- Ambient Intelligence
Publications
Julián Jerónimo Bañuelos, Jose Costa-Requena, Jiayuan He, Flora D. Salim, Stephan Sigg
2025
IoT 2024 - Proceedings of the 14th International Conference on the Internet of Things
Quang Ngo, Julian Jeronimo Banuelos, Stephan Sigg
2025
Le Ngu Nguyen, Rainhard Dieter Findling, Maija Poikela, Si Zuo, Stephan Sigg
2025
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
Julián Jerónimo Bañuelos, Stephan Sigg, Jiayuan He, Flora Salim, Jose Costa-Requena
2024
NetAISys 2024 - Proceedings of the 2024 2nd International Workshop on Networked AI Systems
Sami Ben Cheikh, Stephan Sigg
2024
IoT 2023 - Proceedings of the 13th International Conference on the Internet of Things
Cosimo Della Santina, Carlos Hernandez Corbato, Burak Sisman, Luis A. Leiva, Ioannis Arapakis, Michalis Vakalellis, Jean Vanderdonckt, Luis Fernando D’Haro, Guido Manzi, Cristina Becchio, Aïda Elamrani, Mohsen Alirezaei, Ginevra Castellano, Dimos V. Dimarogonas, Arabinda Ghosh, Sofie Haesaert, Sadegh Soudjani, Sybert Stroeve, Paul Verschure, Davide Bacciu, Ophelia Deroy, Bahador Bahrami, Claudio Gallicchio, Sabine Hauert, Ricardo Sanz, Pablo Lanillos, Giovanni Iacca, Stephan Sigg, Manel Gasulla, Luc Steels, Carles Sierra
2024
European Robotics Forum 2024 - 15th ERF
Sahar Golipoor, Stephan Sigg
2024
2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation, ETFA 2024
Sahar Golipoor, Stephan Sigg
2024
2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation, ETFA 2024
Yuxi Qin, Stephan Sigg, Su Pan, Zibo Li
2024
Computer Communications
Dariush Salami, Ramin Hasibi, Stefano Savazzi, Tom Michoel, Stephan Sigg
2024
IEEE Sensors Journal
Sahil Waqar, Muhammad Muaaz, Stephan Sigg, Matthias Patzold
2024
IEEE Sensors Journal
Abhishek Dubey, Niki Trigoni, Aron Laszka, Stephan Sigg
2023
2023 IEEE International Conference on Smart Computing (SMARTCOMP)
Sahar Golipoor, Stephan Sigg
2023
2023 IEEE 32nd International Symposium on Industrial Electronics, ISIE 2023 - Proceedings
Julián Jerónimo Bañuelos, Jose Costa-Requena, Jiayuan He, Flora Salim, Stephan Sigg
2023
IoT 2023 - Proceedings of the 13th International Conference on the Internet of Things
Eileen Kranzle, Stephan Sigg
2023
2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2023
Huadong Ma, Yuan He, Mo Li, Neal Patwari, Stephan Sigg
2023
ACM Transactions on the Internet of Things
Thaha Mohammed, Si-Ahmed Naas, Stephan Sigg, Mario Di Francesco
2023
IEEE Internet of Things Journal
Si Ahmed Naas, Stephan Sigg
2023
2023 IEEE 97th Vehicular Technology Conference, VTC 2023-Spring - Proceedings
Le Ngu Nguyen, Stephan Sigg, Jari Lietzén, Rainhard Dieter Findling, Kalle Ruttik
2023
IEEE Transactions on Mobile Computing
Dariush Salami, Wanru Ning, Kalle Ruttik, Riku Jantti, Stephan Sigg
2023
IEEE Communications Magazine
Dariush Salami, Ramin Hasibi, Sameera Palipana, Petar Popovski, Tom Michoel, Stephan Sigg
2023
IEEE Transactions on Mobile Computing
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
Si Zuo, Vitor Fortes, Sungho Suh, Stephan Sigg, Paul Lukowicz
2023
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
Tobias Dorszewski, Weixuan Jiang, Stephan Sigg
2022
2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2022
Valérie Issarny, Stephan Sigg, Chiara Boldrini, Simone Silvestri
2022
2022 IEEE International Conference on Smart Computing (SMARTCOMP)
Jing Ma, Si-Ahmed Naas, Stephan Sigg, Xixiang Lyu
2022
International Journal of Intelligent Systems
René Mayrhofer, Stephan Sigg
2022
ACM Computing Surveys
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
C. J. Vaca-Rubio, D. Salami, P. Popovski, E. De Carvalho, Z. -H. Tan, S. Sigg
2022
2022 30th European Signal Processing Conference (EUSIPCO)
Si Zuo, Stephan Sigg, Le Nguyen, Nils Beck, Nico Jähne-Raden, Marie Cathrine Wolf
2022
IEEE Access
Si Zuo, Stephan Sigg
2022
IEEE Pervasive Computing
Nils Beck, Si Zuo, Stephan Sigg
2021
2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021
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
Tom Bäckström, Pablo Perez Zarazaga, Sneha Das, Stephan Sigg
2021
Andreas Hitz, Si Ahmed Naas, Stephan Sigg
2021
2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021
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)
Sanaz Kianoush, Stefano Savazzi, Manuel Beschi, Stephan Sigg, Vittorio Rampa
2021
IEEE Internet of Things Journal
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
Qiyue Li, Heng Qu, Zhi Liu, Nana Zhou, Wei Sun, Stephan Sigg, Jie Li
2021
IEEE Transactions on Emerging Topics in Computational Intelligence
Si Ahmed Naas, Thaha Mohammed, Stephan Sigg
2021
Proceedings of 16th International Conference on Mobility, Sensing and Networking (MSN 2020)
Si Ahmed Naas, Stephan Sigg
2021
Proceedings of 16th International Conference on Mobility, Sensing and Networking (MSN 2020)
Sameera Palipana, Dariush Salami, Luis A. Leiva, Stephan Sigg
2021
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
Dariush Salami, Olga Streibel, Marcus Rhenius, Stephan Sigg
2021
Proceedings of 16th International Conference on Mobility, Sensing and Networking (MSN 2020)
Dariush Salami, Stephan Sigg
2021
2021 IEEE 31st International Workshop on Machine Learning for Signal Processing, MLSP 2021
Stephan Sigg, Le Ngu Nguyen, Jing Ma
2021
2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021
Arne Brusch, Le Nguyen, Dominik Schürmann, Stephan Sigg, Lars Wolf
2020
IEEE Transactions on Mobile Computing
Yangjie Cao, Fuchao Wang, Xinxin Lu, Nan Lin, Bo Zhang, Zhi Liu, Stephan Sigg
2020
IEEE Internet of Things Journal
Nico Jahne-Raden, Henrike Gutschleg, Marie Cathrine Wolf, Stephan Sigg, Ulf Kulau
2020
2020 Computing in Cardiology, CinC 2020
Xiaolan Jiang, Si Ahmed Naas, Yi-Han Chiang, Stephan Sigg, Yusheng Ji
2020
IEEE Access
Nico Jähne-Raden, Udo Bavendiek, Henrike Gütschleg, Ulf Kulau, Stephan Sigg, Marie Wolf, Tanja Zeppernick, Michael Marschollek
2020
Digital Personalized Health and Medicine
Nico Jähne-Raden, Marie Cathrine Wolf, Stephan Sigg, Ulf Kulau
2020
The Importance of Health Informatics in Public Health during a Pandemic
Si-Ahmed Naas, Xiaolan Jiang, Stephan Sigg, Yusheng Ji
2020
18th International Conference on Advances in Mobile Computing and Multimedia, MoMM2020 - Proceedings
Sameera Palipana, Nicolas Malm, Stephan Sigg
2020
18th Annual IEEE International Conference on Pervasive Computing and Communications, PerCom 2020
Pablo Perez Zarazaga, Tom Bäckström, Stephan Sigg
2020
IEEE Access
Muneeba Raja, Zahra Vali, Sameera Palipana, David G. Michelson, Stephan Sigg
2020
IEEE Access
Dariush Salami, Sameera Palipana, Manila Kodali, Stephan Sigg
2020
Proceedings of the 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing, MLSP 2020
Stephan Sigg
2020
Stephan Sigg, Le Nguyen, Pablo Perez Zarazaga, Tom Bäckström
2020
2020 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2020
Rainhard Dieter Findling, Le Ngu Nguyen, Stephan Sigg
2019
Advances in Computational Intelligence - 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Proceedings
Rainhard Findling, Tahmid Quddus, Stephan Sigg
2019
17th International Conference on Advances in Mobile Computing & Multimedia (MoMM2019)
Eira Friström, Elias Lius, Niki Ulmanen, Paavo Hietala, Pauliina Kärkkäinen, Tommi Mäkinen, Stephan Sigg, Rainhard Findling
2019
17th International Conference on Advances in Mobile Computing & Multimedia (MoMM2019)
Eeva-Sofia Haukipuro, Ville Kolehmainen, Janne Myllärinen, Sebastian Remander, Janne Salo, Tuomas Takko, Le Nguyen, Stephan Sigg, Rainhard Findling
2019
IEICE Transactions on Communications
Nico Jähne-Raden, Ulf Kulau, Henrike Gütschleg, Thiemo Clausen, Tobias Jura, Stephan Sigg, Lars Wolf
2019
2019 Computing in Cardiology, CinC 2019
Ngu Nguyen, Stephan Sigg
2019
INFOCOM 2019 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2019
Sameera Palipana, Stephan Sigg
2019
IEEE Access
Sameera Palipana, Stephan Sigg
2019
DFHS 2019 - Proceedings of the 1st ACM Workshop on Device-Free Human Sensing
Pablo Perez Zarazaga, Tom Bäckström, Stephan Sigg
2019
European Signal Processing Conference
Muneeba Raja, Philip A. Hughes, Yixuan Xu, P. Zarei, D. Michelson, Stephan Sigg
2019
IEEE Antennas and Wireless Propagation Letters
Stefano Savazzi, Stephan Sigg, Federico Vicentini, Sanaz Kianoush, Rainhard Findling
2019
Computer
Stephan Sigg, Sameera Palipana, Stefano Savazzi, Sanaz Kianoush
2019
Business Process Management Workshops - BPM 2019 International Workshops, Revised Selected Papers
Stephan Sigg, Eemil Lagerspetz, Ella Peltonen, Petteri Nurmi, Sasu Tarkoma
2019
ACM Transactions on the Web
Kacper Skawinski, Ferran Montraveta Roca, Rainhard Dieter Findling, Stephan Sigg
2019
Advances in Computational Intelligence - 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Proceedings
Bahareh Gholampooryazdi, Isha Singh, Stephan Sigg
2018
2017 IEEE Vehicular Technology Conference (VTC-Fall)
Takahiro Hara, Hiroshi Shigeno, Hirozumi Yamaguchi, Moustafa Youssef, Stephan Sigg
2018
Mobile Networks and Applications
Sanaz Kianoush, Muneeba Raja, Stefano Savazzi, Stephan Sigg
2018
IEEE Internet of Things Journal
Ngu Nguyen, Çaǧlar Yüce Kaya, Arne Brüsch, Dominik Schürmann, Stephan Sigg, Lars Wolf
2018
2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018
Ngu Nguyen, Nico Jähne-Raden, Ulf Kulau, Stephan Sigg
2018
2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018
Ngu Nguyen, Stephan Sigg
2018
2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018
Ngu Nguyen, Stephan Sigg
2018
2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018
Kazuya Ohara, Takuya Maekawa, Stephan Sigg, Moustafa Youssef
2018
2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)
Muneeba Raja, Viviane Ghaderi, Stephan Sigg
2018
2018 IEEE 87th Vehicular Technology Conference, VTC Spring 2018 - Proceedings
Muneeba Raja, Stephan Sigg
2018
Proceedings of IEEE International Conference on Emerging Technologies and Factory Automation
Muneeba Raja, Anja Bachmann, Samuli Hemminki, Shin-ichi Konomi, Stephan Sigg, Sozo Inoue
2018
Geoinformatica
Muneeba Raja, Viviane Ghaderi, Stephan Sigg
2018
Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018
S. Savazzi, S. Sigg, M. Nicoli, S. Kianoush, F. Le Gall, H. Baqa, D. Remon
2018
IEEE World Forum on Internet of Things, WF-IoT 2018 - Proceedings
Dominik Schürmann, Arne Brüsch, Ngu Nguyen, Stephan Sigg, Lars Wolf
2018
Pervasive and Mobile Computing
Shuyu Shi, Stephan Sigg, Lin Chen, Yusheng Ji
2018
IEEE Transactions on Vehicular Technology
Niklas Strengell, Stephan Sigg
2018
2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018
Bahareh Gholampooryazdi, Stephan Sigg
2017
2017 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2017
Takahiro Hara, Stephan Sigg, Lei Shu, Francesco De Pellegrini, Chiara Petrioli, Sanjay Kumar Madria
2017
IEEE Access
Le Nguyen, Stephan Sigg
2017
2017 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2017
Le Nguyen, Stephan Sigg
2017
2017 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2017
Muneeba Raja, Stephan Sigg
2017
2017 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2017
Stefano Savazzi, Stephan Sigg, Monica Nicoli, Vittorio Rampa, Sanaz Kianoush, Umberto Spagnolini
2017
Radar for Indoor Monitoring: Detection, Classification, and Assessment
Dominik Schurmann, Arne Brusch, Stephan Sigg, Lars Wolf
2017
2017 IEEE International Conference on Pervasive Computing and Communications, PerCom 2017
Isha Singh, Stephan Sigg
2017
Algorithms and Architectures for Parallel Processing - 17th International Conference, ICA3PP 2017, Proceedings
Bowen Yang, Chao Wu, Stephan Sigg, Yaoxue Zhang
2017
2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings
Muneeba Raja, Stephan Sigg
2016
2016 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2016
Stefano Savazzi, Stephan Sigg, Monica Nicoli, Vittorio Rampa, Sanaz Kianoush, Umberto Spagnolini
2016
IEEE Signal Processing Magazine
Shuyu Shi, Stephan Sigg, Yusheng Ji
2016
2016 IEEE 83rd Vehicular Technology Conference, VTC Spring 2016 - Proceedings
Hirozumi Yamaguchi, Moustafa Youssef, Stephan Sigg
2016
Proceedings of the 13th International Conference on Mobile and Ubiquitous Systems : Computing, Networking and Services
Stephan Sigg, Xiaoming Fu
2015
2015 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops)
C. Rauterberg, Mathias Velten, Stephan Sigg, Xiaoming Fu
2015
Stephan Sigg
2015
Adjunct Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers
Chenren Xu, P Zhang, S Sigg
2015
K David, S Sigg, R Kusber, B Ziebart, SL Lau
2014
Jiyin He, K Kunze, C Lofi, SK Madria, S Sigg
2014
Lecture Notes in Computer Science
R Mayrhofer, HR Schmidtke, S Sigg
2014
Personal and Ubiquitous Computing
Shuyu Shi, S Sigg, Wei Zhao, Yusheng Ji
2014
IEEE Pervasive Computing
S Sigg
2014
Ad Hoc Networks
S Sigg, M Hock, Markus Scholz, Gerhard Tröster, L Wolf, YS Ji, M Beigl
2014
Mobile and Ubiquitous Systems: Computing, Networking, and Services. MobiQuitous 2013
S Sigg, M Scholz, Shuyu Shi, Yusheng Ji, M Beigl
2014
IEEE Transactions on Mobile Computing
Stephan Sigg, Xiaoming Fu
2014
WiMobCity 2014 - Proceedings of the 2014 ACM International Workshop on Wireless and Mobile Technologies for Smart Cities, co-located with MobiHoc 2014
S Sigg, U Blanke, G Troster
2014
Proceedings of the IEEE International Conference on Pervasive Computing and Communications
Dominik Schürmann, S Sigg
2013
IEEE Transactions on Mobile Computing
S Sigg, P Jakimovski, YS Ji, M Beigl
2013
2013 IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC)
P Jakimovski, HR Schmidtke, S Sigg, LWF Chaves, M Beigl
2012
Journal of Ambient Intelligence and Smart Environments
Ngu Nguyen, Stephan Sigg, An Huynh, Yusheng Ji
2012
Proceedings - 16th International Symposium on Wearable Computers, ISWC 2012
Ngu Nguyen, Stephan Sigg, An Huynh, Yusheng Ji
2012
2012 IEEE International Conference on Pervasive Computing and Communications Workshops, PERCOM Workshops 2012
Shuyu Shi, S Sigg, Yusheng Ji
2012
Shuyu Shi, S Sigg, Yusheng Ji
2012
S Sigg, L Zhong, Yusheng Ji
2012
S Sigg, P Jakimovski, M Beigl
2012
PROCEEDINGS OF 2012 INTERNATIONAL CONFERENCE ON THE INTERNET OF THINGS
S Sigg, D Gordon, G von Zengen, M Beigl, S Haseloff, K David
2012
IEEE Transactions on Mobile Computing
S Sigg
2011
S Sigg, M Budde, Yusheng Ji, Michael Beigl
2011
Lecture Notes in Computer Science
S Sigg, RM El Masri, M Beigl
2011
IEEE Transactions on Mobile Computing
B Banitalebi, S Sigg, M Beigl
2010
B Banitalebi, S Sigg, M Beigl
2010
S Sigg, S Haseloff, K David
2010
IEEE Pervasive Computing
S Sigg, M Beigl
2010
S Sigg, M Beigl
2009
Stephan Sigg, Michael Beigl
2009
ISSNIP 2009 - Proceedings of 2009 5th International Conference on Intelligent Sensors, Sensor Networks and Information Processing
S Sigg, RM El Masri, J Ristau, M Beigl
2009
D Rohr, M Beigl, M Beuster, S Sigg, Christian Decker, T Riedel, M Berchtold
2008
S Sigg, D Rohr, M Beuster, Michael Beigl
2008
S Sigg, M Beigl
2008
S Sigg, M Beuster, D Rohr, M Beigl
2008
S Sigg, S Haseloff, K David
2007
2007 IEEE 65th Vehicular Technology Conference - VTC2007-Spring
S Sigg, S Haseloff, K David
2006