Stephan Sigg
Assistant Professor, Ambient Intelligence at Aalto University School of Business
Schools
- Aalto University School of Business
Links
Biography
Aalto University School of Business
My research is focused on the design, analysis and optimisation of (randomized) algorithms in Mobile and Pervasive Computing domains, in particular focusing on (wireless) networking and security. In recent years I have worked on problems related to usable security, device-free activity recognition, pro-active context computing, distributed adaptive beamforming, and calculation of mathematical functions by superimposing signals on the wireless channel.
BACKGROUND
Stephan Sigg is an assistant professor at Aalto University in the Department of Communications and Networking. From October 2013 to September 2015, he was with the Computer Networks Group of Georg-August-University Goettingen, Germany. Before, he was a researcher at TU-Braunschweig, Germany and an academic guest in the Wearable Computing Lab at ETH Zurich and in the Nodes laboratory at University of Helsinki. From December 2010 to March 2013, Stephan was with the National Institute of Informatics (NII), Japan, in the Information systems architecture research division and a part-time lecturer at Waseda University, Japan. He was a visiting Professor for Distributed and Ubiquitous Systems at the TU Braunschweig, Germany in the winter term 2010, a PostDoc researcher at the chair for Pervasive Computing Systems (TecO) of the Karlsruhe Institute of Technology (KIT), Germany in 2010 and a PostDoc researcher at the chair for Distributed and Ubiquitous Systems at the TU Braunschweig, Germany from 2008 to 2010. He obtained his PhD (Dr. rer. nat.; 2008) from University of Kassel, Germany where he was with the chair for Communication Technology (ComTec) from 2005 to 2007.
Peer-reviewed scientific articles
Journal article-refereed, Original researchTowards pervasive geospatial affect perception
Raja, Muneeba; Bachmann, Anja ; Hemminki, Samuli; Konomi, Shin-ichi ; Sigg, Stephan; Inoue, Sozo2017 in GEOINFORMATICA (Kluwer Academic Publishers)ISSN: 1384-6175Accurate Location Tracking from CSI-based Passive Device-free Probabilistic Fingerprinting
Shi, Shuyu; Sigg, Stephan; Chen, Lin; Ji, yusheng2017 in IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY (Institute of Electrical and Electronics Engineers Inc.)ISSN: 0018-9545Device-Free Radio Vision for Assisted Living Leveraging wireless channel quality information for human sensing
Savazzi, Stefano; Sigg, Stephan; Nicoli, Monica; Rampa, Vittorio; Kianoush, Sanaz; Spagnolini, Umberto2016 in IEEE Signal Processing Magazine (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC)ISSN: 1053-5888Book section, Chapters in research booksWireless Sensing for Device-Free Recognition of Human Motion
Savazzi, Stefano; Sigg, Stephan; Nicoli, Monica; Rampa, Vittorio; Kianoush, Sanaz; Spagnolini, Umberto2017 ISBN: 9781138746091 Conference proceedingsWalking speed recognition from 5G Prototype System
Gholampooryazdi, Bahareh; Sigg, Stephan2017 ISBN: 97815090433855G Ubiquitous Sensing: Passive Environmental Perception in Cellular Systems
Gholampooryazdi, Bahareh; Singh, Isha; Sigg, Stephan2017 in IEEE Vehicular Technology Conference (IEEE)ISSN: 1550-2252PassFrame Generating image-based passwords from egocentric videos
Nguyen, Le; Sigg, Stephan2017 ISBN: 9781509043385Demo of PassFrame Generating image-based passwords from egocentric videos
Nguyen, Le; Sigg, Stephan2017 ISBN: 9781509043385RFexpress! – Exploiting the wireless network edge for RF-based emotion sensing
Raja, Muneeba; Sigg, Stephan2017 in Proceedings of IEEE International Conference on Emerging Technologies and Factory Automation (Institute of Electrical and Electronics Engineers Inc.)ISSN: 1946-0740BANDANA - Body area network device-to-device authentication using natural gAit
Schurmann, Dominik; Brusch, Arne; Sigg, Stephan; Wolf, Lars2017 in International Conference on Pervasive Computing and Communications (Institute of Electrical and Electronics Engineers Inc.)ISBN: 9781509043279ISSN: 2474-2503Smart city environmental perception from ambient cellular signals
Singh, Isha; Sigg, Stephan2017 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Springer Verlag)ISBN: 9783319654812ISSN: 0302-9743CoCo (Context vs. content) Behavior-inspired social media recommendation for mobile apps
Yang, Bowen; Wu, Chao; Sigg, Stephan; Zhang, Yaoxue2017 in IEEE Global Communications Conference (Institute of Electrical and Electronics Engineers Inc.)ISBN: 9781509013289ISSN: 2334-0983Applicability of RF-based methods for emotion recognition A survey
Raja, Muneeba; Sigg, Stephan2016 ISBN: 978-1-5090-1941-0Probabilistic fingerprinting based passive device-free localization from channel state information
Shi, Shuyu; Sigg, Stephan; Ji, Yusheng2016 ISBN: 9781509016983
Towards pervasive geospatial affect perception
Accurate Location Tracking from CSI-based Passive Device-free Probabilistic Fingerprinting
Device-Free Radio Vision for Assisted Living Leveraging wireless channel quality information for human sensing
Wireless Sensing for Device-Free Recognition of Human Motion
Conference proceedingsWalking speed recognition from 5G Prototype System
Gholampooryazdi, Bahareh; Sigg, Stephan2017 ISBN: 97815090433855G Ubiquitous Sensing: Passive Environmental Perception in Cellular Systems
Gholampooryazdi, Bahareh; Singh, Isha; Sigg, Stephan2017 in IEEE Vehicular Technology Conference (IEEE)ISSN: 1550-2252PassFrame Generating image-based passwords from egocentric videos
Nguyen, Le; Sigg, Stephan2017 ISBN: 9781509043385Demo of PassFrame Generating image-based passwords from egocentric videos
Nguyen, Le; Sigg, Stephan2017 ISBN: 9781509043385RFexpress! – Exploiting the wireless network edge for RF-based emotion sensing
Raja, Muneeba; Sigg, Stephan2017 in Proceedings of IEEE International Conference on Emerging Technologies and Factory Automation (Institute of Electrical and Electronics Engineers Inc.)ISSN: 1946-0740BANDANA - Body area network device-to-device authentication using natural gAit
Schurmann, Dominik; Brusch, Arne; Sigg, Stephan; Wolf, Lars2017 in International Conference on Pervasive Computing and Communications (Institute of Electrical and Electronics Engineers Inc.)ISBN: 9781509043279ISSN: 2474-2503Smart city environmental perception from ambient cellular signals
Singh, Isha; Sigg, Stephan2017 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Springer Verlag)ISBN: 9783319654812ISSN: 0302-9743CoCo (Context vs. content) Behavior-inspired social media recommendation for mobile apps
Yang, Bowen; Wu, Chao; Sigg, Stephan; Zhang, Yaoxue2017 in IEEE Global Communications Conference (Institute of Electrical and Electronics Engineers Inc.)ISBN: 9781509013289ISSN: 2334-0983Applicability of RF-based methods for emotion recognition A survey
Raja, Muneeba; Sigg, Stephan2016 ISBN: 978-1-5090-1941-0Probabilistic fingerprinting based passive device-free localization from channel state information
Shi, Shuyu; Sigg, Stephan; Ji, Yusheng2016 ISBN: 9781509016983
Walking speed recognition from 5G Prototype System
5G Ubiquitous Sensing: Passive Environmental Perception in Cellular Systems
PassFrame Generating image-based passwords from egocentric videos
Demo of PassFrame Generating image-based passwords from egocentric videos
RFexpress! – Exploiting the wireless network edge for RF-based emotion sensing
BANDANA - Body area network device-to-device authentication using natural gAit
Smart city environmental perception from ambient cellular signals
CoCo (Context vs. content) Behavior-inspired social media recommendation for mobile apps
Applicability of RF-based methods for emotion recognition A survey
Probabilistic fingerprinting based passive device-free localization from channel state information
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