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
https://research.aalto.fi/...
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
Generating Multivariate Synthetic Time Series Data for Absent Sensors from Correlated Sources
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
Towards Green Edge Intelligence
Sami Ben Cheikh, Stephan Sigg
2024
IoT 2023 - Proceedings of the 13th International Conference on the Internet of Things
Environment and Person-independent Gesture Recognition with Non-static RFID Tags Leveraging Adaptive Signal Segmentation
Sahar Golipoor, Stephan Sigg
2024
2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation, ETFA 2024
RFID-based Human Activity Recognition Using Multimodal Convolutional Neural Networks
Sahar Golipoor, Stephan Sigg
2024
2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation, ETFA 2024
Direction-agnostic gesture recognition system using commercial WiFi devices
Yuxi Qin, Stephan Sigg, Su Pan, Zibo Li
2024
Computer Communications
Angle-Agnostic Radio Frequency Sensing Integrated into 5G-NR
Dariush Salami, Ramin Hasibi, Stefano Savazzi, Tom Michoel, Stephan Sigg
2024
IEEE Sensors Journal
A Paradigm Shift from an Experimental-Based to a Simulation-Based Framework Using Motion-Capture Driven MIMO Radar Data Synthesis
Sahil Waqar, Muhammad Muaaz, Stephan Sigg, Matthias Patzold
2024
IEEE Sensors Journal
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
An Application Programming Interface for Android to support dedicated 5G network slicing
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
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
Introduction to the Special Issue on Wireless Sensing for IoT
Huadong Ma, Yuan He, Mo Li, Neal Patwari, Stephan Sigg
2023
ACM Transactions on the Internet of Things
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
Tesla-Rapture
Dariush Salami, Ramin Hasibi, Sameera Palipana, Petar Popovski, Tom Michoel, Stephan Sigg
2023
IEEE Transactions on Mobile Computing
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
Unsupervised Diffusion Model for Sensor-based Human Activity Recognition
Si Zuo, Vitor Fortes, Sungho Suh, Stephan Sigg, Paul Lukowicz
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
Adversary Models for Mobile Device Authentication
René Mayrhofer, Stephan Sigg
2022
ACM Computing Surveys
User Localization using RF Sensing
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
User Localization using RF Sensing: A Performance comparison between LIS and mmWave Radars
C. J. Vaca-Rubio, D. Salami, P. Popovski, E. De Carvalho, Z. -H. Tan, S. Sigg
2022
2022 30th European Signal Processing Conference (EUSIPCO)
CardioID: Secure ECG-BCG Agnostic Interaction-Free Device Pairing
Si Zuo, Stephan Sigg, Le Nguyen, Nils Beck, Nico Jähne-Raden, Marie Cathrine Wolf
2022
IEEE Access
Personalized Gestures Through Motion Transfer
Si Zuo, Stephan Sigg
2022
IEEE Pervasive Computing
BCG ECG-based secure communication for medical devices in Body Area Networks
Nils Beck, Si Zuo, Stephan Sigg
2021
2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021
Intuitive Privacy from Acoustic Reach: A Case for Networked Voice User-Interfaces
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
Privacy in Speech Communication Technology
Tom Bäckström, Pablo Perez Zarazaga, Sneha Das, Stephan Sigg
2021
Sharing geotagged pictures for an Emotion-based Recommender System
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
Analysing Ballistocardiography for Pervasive Healthcare
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)
A Multisensory Edge-Cloud Platform for Opportunistic Radio Sensing in Cobot Environments
Sanaz Kianoush, Stefano Savazzi, Manuel Beschi, Stephan Sigg, Vittorio Rampa
2021
IEEE Internet of Things Journal
Towards battery-less RF sensing
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
AF-DCGAN
Qiyue Li, Heng Qu, Zhi Liu, Nana Zhou, Wei Sun, Stephan Sigg, Jie Li
2021
IEEE Transactions on Emerging Topics in Computational Intelligence
A global brain fuelled by local intelligence
Si Ahmed Naas, Thaha Mohammed, Stephan Sigg
2021
Proceedings of 16th International Conference on Mobility, Sensing and Networking (MSN 2020)
Real-time emotion recognition for sales
Si Ahmed Naas, Stephan Sigg
2021
Proceedings of 16th International Conference on Mobility, Sensing and Networking (MSN 2020)
Camouflage learning
Le Ngu Nguyen, Stephan Sigg, Jari Lietzén, Rainhard Dieter Findling, Kalle Ruttik
2021
IEEE Transactions on Mobile Computing
Pantomime: Mid-Air Gesture Recognition with Sparse Millimeter-Wave Radar Point Clouds
Sameera Palipana, Dariush Salami, Luis A. Leiva, Stephan Sigg
2021
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
A FAIR Extension for the MQTT Protocol
Dariush Salami, Olga Streibel, Marcus Rhenius, Stephan Sigg
2021
Proceedings of 16th International Conference on Mobility, Sensing and Networking (MSN 2020)
Zero-Shot Motion Pattern Recognition from 4D Point-Clouds
Dariush Salami, Stephan Sigg
2021
2021 IEEE 31st International Workshop on Machine Learning for Signal Processing, MLSP 2021
Camouflage Learning
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
Security Properties of Gait for Mobile Device Pairing
Arne Brusch, Le Nguyen, Dominik Schürmann, Stephan Sigg, Lars Wolf
2020
IEEE Transactions on Mobile Computing
Contactless Body Movement Recognition during Sleep via WiFi Signals
Yangjie Cao, Fuchao Wang, Xinxin Lu, Nan Lin, Bo Zhang, Zhi Liu, Stephan Sigg
2020
IEEE Internet of Things Journal
Seismocardiography on Infants and Kids
Nico Jahne-Raden, Henrike Gutschleg, Marie Cathrine Wolf, Stephan Sigg, Ulf Kulau
2020
2020 Computing in Cardiology, CinC 2020
SVP: Sinusoidal Viewport Prediction for 360-Degree Video Streaming
Xiaolan Jiang, Si Ahmed Naas, Yi-Han Chiang, Stephan Sigg, Yusheng Ji
2020
IEEE Access
A Structured Measurement of Highly Synchronous Real-Time Ballistocardiography Signal Data of Heart Failure Patients
Nico Jähne-Raden, Udo Bavendiek, Henrike Gütschleg, Ulf Kulau, Stephan Sigg, Marie Wolf, Tanja Zeppernick, Michael Marschollek
2020
Digital Personalized Health and Medicine
Development of a Presentation Interface for Seismo- and Ballistocardiographic Data
Nico Jähne-Raden, Marie Cathrine Wolf, Stephan Sigg, Ulf Kulau
2020
The Importance of Health Informatics in Public Health during a Pandemic
Functional Gaze Prediction in Egocentric Video
Si-Ahmed Naas, Xiaolan Jiang, Stephan Sigg, Yusheng Ji
2020
18th International Conference on Advances in Mobile Computing and Multimedia, MoMM2020 - Proceedings
Beamsteering for Training-free Counting of Multiple Humans Performing Distinct Activities
Sameera Palipana, Nicolas Malm, Stephan Sigg
2020
18th Annual IEEE International Conference on Pervasive Computing and Communications, PerCom 2020
Acoustic Fingerprints for Access Management in Ad-Hoc Sensor Networks
Pablo Perez Zarazaga, Tom Bäckström, Stephan Sigg
2020
IEEE Access
3D Head Motion Detection Using Millimeter-Wave Doppler Radar
Muneeba Raja, Zahra Vali, Sameera Palipana, David G. Michelson, Stephan Sigg
2020
IEEE Access
Motion pattern recognition in 4D point clouds
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
Position Talk: Ethically aligned voice user interfaces: Risks, Challenges and Opportunities
Stephan Sigg
2020
Provable Consent for Voice User Interfaces
Stephan Sigg, Le Nguyen, Pablo Perez Zarazaga, Tom Bäckström
2020
2020 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2020
Closed-Eye Gaze Gestures
Rainhard Dieter Findling, Le Ngu Nguyen, Stephan Sigg
2019
Advances in Computational Intelligence - 15th International Work-Conference on Artificial Neural Networks, IWANN 2019, Proceedings
Hide my Gaze with EOG!: Towards Closed-Eye Gaze Gesture Passwords that Resist Observation-Attacks with Electrooculography in Smart Glasses
Rainhard Findling, Tahmid Quddus, Stephan Sigg
2019
17th International Conference on Advances in Mobile Computing & Multimedia (MoMM2019)
Free-Form Gaze Passwords from Cameras Embedded in Smart Glasses
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)
Mobile Brainwaves
Eeva-Sofia Haukipuro, Ville Kolehmainen, Janne Myllärinen, Sebastian Remander, Janne Salo, Tuomas Takko, Le Nguyen, Stephan Sigg, Rainhard Findling
2019
IEICE Transactions on Communications
High-Resolution Synchronous Digital Ballistocardiography Setup
Nico Jähne-Raden, Ulf Kulau, Henrike Gütschleg, Thiemo Clausen, Tobias Jura, Stephan Sigg, Lars Wolf
2019
2019 Computing in Cardiology, CinC 2019
Learning with Vertically-Partitioned Data, Binary Feedback, and Random Parameter Update
Ngu Nguyen, Stephan Sigg
2019
INFOCOM 2019 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2019
Extracting Human Context Through Receiver-End Beamforming
Sameera Palipana, Stephan Sigg
2019
IEEE Access
Receiver-side beamforming to isolate channel perturbations from a human target in a device-free setting
Sameera Palipana, Stephan Sigg
2019
DFHS 2019 - Proceedings of the 1st ACM Workshop on Device-Free Human Sensing
Robust and Responsive Acoustic Pairing of Devices Using Decorrelating Time-Frequency Modelling
Pablo Perez Zarazaga, Tom Bäckström, Stephan Sigg
2019
European Signal Processing Conference
Wireless Multifrequency Feature Set to Simplify Human 3D Pose Estimation
Muneeba Raja, Philip A. Hughes, Yixuan Xu, P. Zarei, D. Michelson, Stephan Sigg
2019
IEEE Antennas and Wireless Propagation Letters
On the Use of Stray Wireless Signals for Sensing: A Look beyond 5G for the Next Generation of Industry
Stefano Savazzi, Stephan Sigg, Federico Vicentini, Sanaz Kianoush, Rainhard Findling
2019
Computer
Capturing Human-Machine Interaction Events from Radio Sensors in Industry 4.0 Environments
Stephan Sigg, Sameera Palipana, Stefano Savazzi, Sanaz Kianoush
2019
Business Process Management Workshops - BPM 2019 International Workshops, Revised Selected Papers
Exploiting usage to predict instantaneous app popularity: Trend filters and retention rates
Stephan Sigg, Eemil Lagerspetz, Ella Peltonen, Petteri Nurmi, Sasu Tarkoma
2019
ACM Transactions on the Web
Workout Type Recognition and Repetition Counting with CNNs from 3D Acceleration Sensed on the Chest
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
5G Ubiquitous Sensing: Passive Environmental Perception in Cellular Systems
Bahareh Gholampooryazdi, Isha Singh, Stephan Sigg
2018
2017 IEEE Vehicular Technology Conference (VTC-Fall)
Editorial
Takahiro Hara, Hiroshi Shigeno, Hirozumi Yamaguchi, Moustafa Youssef, Stephan Sigg
2018
Mobile Networks and Applications
A cloud-IoT platform for passive radio sensing
Sanaz Kianoush, Muneeba Raja, Stefano Savazzi, Stephan Sigg
2018
IEEE Internet of Things Journal
Demo of BANDANA - Body Area Network Device-to-device Authentication using Natural gAit
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
Representation Learning for Sensor-based Device Pairing
Ngu Nguyen, Nico Jähne-Raden, Ulf Kulau, Stephan Sigg
2018
2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018
Secure Context-based Pairing for Unprecedented Devices
Ngu Nguyen, Stephan Sigg
2018
2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018
User Authentication based on Personal Image Experiences
Ngu Nguyen, Stephan Sigg
2018
2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018
Preliminary Investigation of Position Independent Gesture Recognition Using Wi-Fi CSI
Kazuya Ohara, Takuya Maekawa, Stephan Sigg, Moustafa Youssef
2018
2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)
Detecting driver's distracted behaviour from Wi-Fi
Muneeba Raja, Viviane Ghaderi, Stephan Sigg
2018
2018 IEEE 87th Vehicular Technology Conference, VTC Spring 2018 - Proceedings
RFexpress! – Exploiting the wireless network edge for RF-based emotion sensing
Muneeba Raja, Stephan Sigg
2018
Proceedings of IEEE International Conference on Emerging Technologies and Factory Automation
Towards pervasive geospatial affect perception
Muneeba Raja, Anja Bachmann, Samuli Hemminki, Shin-ichi Konomi, Stephan Sigg, Sozo Inoue
2018
Geoinformatica
WiBot! In-vehicle behaviour and gesture recognition using wireless network edge
Muneeba Raja, Viviane Ghaderi, Stephan Sigg
2018
Proceedings - 2018 IEEE 38th International Conference on Distributed Computing Systems, ICDCS 2018
A cloud-IoT model for reconfigurable radio sensing
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
Moves like Jagger
Dominik Schürmann, Arne Brüsch, Ngu Nguyen, Stephan Sigg, Lars Wolf
2018
Pervasive and Mobile Computing
Accurate Location Tracking from CSI-based Passive Device-free Probabilistic Fingerprinting
Shuyu Shi, Stephan Sigg, Lin Chen, Yusheng Ji
2018
IEEE Transactions on Vehicular Technology
Local emotions - Using social media to understand human-environment interaction in cities
Niklas Strengell, Stephan Sigg
2018
2018 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2018
Walking speed recognition from 5G Prototype System
Bahareh Gholampooryazdi, Stephan Sigg
2017
2017 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2017
IEEE Access Special Section Editorial
Takahiro Hara, Stephan Sigg, Lei Shu, Francesco De Pellegrini, Chiara Petrioli, Sanjay Kumar Madria
2017
IEEE Access
Demo of PassFrame
Le Nguyen, Stephan Sigg
2017
2017 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2017
PassFrame
Le Nguyen, Stephan Sigg
2017
2017 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2017
RFexpress! - RF emotion recognition in the wild
Muneeba Raja, Stephan Sigg
2017
2017 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2017
Wireless Sensing for Device-Free Recognition of Human Motion
Stefano Savazzi, Stephan Sigg, Monica Nicoli, Vittorio Rampa, Sanaz Kianoush, Umberto Spagnolini
2017
Radar for Indoor Monitoring: Detection, Classification, and Assessment
BANDANA - Body area network device-to-device authentication using natural gAit
Dominik Schurmann, Arne Brusch, Stephan Sigg, Lars Wolf
2017
2017 IEEE International Conference on Pervasive Computing and Communications, PerCom 2017
Smart city environmental perception from ambient cellular signals
Isha Singh, Stephan Sigg
2017
Algorithms and Architectures for Parallel Processing - 17th International Conference, ICA3PP 2017, Proceedings
CoCo (Context vs. content)
Bowen Yang, Chao Wu, Stephan Sigg, Yaoxue Zhang
2017
2016 IEEE Global Communications Conference, GLOBECOM 2016 - Proceedings
Applicability of RF-based methods for emotion recognition
Muneeba Raja, Stephan Sigg
2016
2016 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2016
Device-Free Radio Vision for Assisted Living
Stefano Savazzi, Stephan Sigg, Monica Nicoli, Vittorio Rampa, Sanaz Kianoush, Umberto Spagnolini
2016
IEEE Signal Processing Magazine
Probabilistic fingerprinting based passive device-free localization from channel state information
Shuyu Shi, Stephan Sigg, Yusheng Ji
2016
2016 IEEE 83rd Vehicular Technology Conference, VTC Spring 2016 - Proceedings
Welcome message from the program chairs
Hirozumi Yamaguchi, Moustafa Youssef, Stephan Sigg
2016
Proceedings of the 13th International Conference on Mobile and Ubiquitous Systems : Computing, Networking and Services
Demo abstract: Use the force, Luke: Implementation of RF-based gesture interaction on an android phone
Stephan Sigg, Xiaoming Fu
2015
2015 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops)
Simply Use the Force
C. Rauterberg, Mathias Velten, Stephan Sigg, Xiaoming Fu
2015
Contact-free Sensing for Collective Activity Recognition
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
SenSys'15 Proceedings Workshop Summary Abstract/loT-App'15 The 2015 International Workshop on Internet of Things towards Applications
Chenren Xu, P Zhang, S Sigg
2015
3rd Workshop on Recent Advances in Behavior Prediction and Pro-active Pervasive Computing
K David, S Sigg, R Kusber, B Ziebart, SL Lau
2014
Towards Mobile Sensor-Aware Crowdsourcing
Jiyin He, K Kunze, C Lofi, SK Madria, S Sigg
2014
Lecture Notes in Computer Science
Security and trust in context-aware applications
R Mayrhofer, HR Schmidtke, S Sigg
2014
Personal and Ubiquitous Computing
Monitoring Attention Using Ambient FM Radio Signals
Shuyu Shi, S Sigg, Wei Zhao, Yusheng Ji
2014
IEEE Pervasive Computing
A fast binary feedback-based distributed adaptive carrier synchronisation for transmission among clusters of disconnected IoT nodes in smart spaces
S Sigg
2014
Ad Hoc Networks
Passive, Device-Free Recognition on Your Mobile Phone: Tools, Features and a Case Study
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
RF-Sensing of Activities from Non-Cooperative Subjects in Device-Free Recognition Systems Using Ambient and Local Signals
S Sigg, M Scholz, Shuyu Shi, Yusheng Ji, M Beigl
2014
IEEE Transactions on Mobile Computing
Social opportunistic sensing and social centric networking
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
The Telepathic Phone
S Sigg, U Blanke, G Troster
2014
Proceedings of the IEEE International Conference on Pervasive Computing and Communications
Secure Communication Based on Ambient Audio
Dominik Schürmann, S Sigg
2013
IEEE Transactions on Mobile Computing
Utilising convolutions of random functions to realise function calculation via a physical channel
S Sigg, P Jakimovski, YS Ji, M Beigl
2013
2013 IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC)
Collective communication for dense sensing environments
P Jakimovski, HR Schmidtke, S Sigg, LWF Chaves, M Beigl
2012
Journal of Ambient Intelligence and Smart Environments
Pattern-based alignment of audio data for ad hoc secure device pairing
Ngu Nguyen, Stephan Sigg, An Huynh, Yusheng Ji
2012
Proceedings - 16th International Symposium on Wearable Computers, ISWC 2012
Using ambient audio in secure mobile phone communication
Ngu Nguyen, Stephan Sigg, An Huynh, Yusheng Ji
2012
2012 IEEE International Conference on Pervasive Computing and Communications Workshops, PERCOM Workshops 2012
Activity recognition from Radio Frequency data: Multi-stage recognition and features
Shuyu Shi, S Sigg, Yusheng Ji
2012
Passive detection of situations from ambient FM-radio signals
Shuyu Shi, S Sigg, Yusheng Ji
2012
Activity recognition with implicit context classification
S Sigg, L Zhong, Yusheng Ji
2012
Calculation of Functions on the RF-channel for IoT
S Sigg, P Jakimovski, M Beigl
2012
PROCEEDINGS OF 2012 INTERNATIONAL CONFERENCE ON THE INTERNET OF THINGS
Investigation of Context Prediction Accuracy for Different Context Abstraction Levels
S Sigg, D Gordon, G von Zengen, M Beigl, S Haseloff, K David
2012
IEEE Transactions on Mobile Computing
Context-based security
S Sigg
2011
Entropy of Audio Fingerprints for Unobtrusive Device Authentication
S Sigg, M Budde, Yusheng Ji, Michael Beigl
2011
Lecture Notes in Computer Science
Feedback-Based Closed-Loop Carrier Synchronization
S Sigg, RM El Masri, M Beigl
2011
IEEE Transactions on Mobile Computing
On the Feasibility of Receive Collaboration in Wireless Sensor Networks
B Banitalebi, S Sigg, M Beigl
2010
Performance Analysis of Receive Collaboration in TDMA-based Wireless Sensor Networks
B Banitalebi, S Sigg, M Beigl
2010
An Alignment Approach for Context Prediction Tasks in UbiComp Environments
S Sigg, S Haseloff, K David
2010
IEEE Pervasive Computing
Expectation aware in-network context processing
S Sigg, M Beigl
2010
Algorithmic approaches to distributed adaptive transmit beamforming
S Sigg, M Beigl
2009
Algorithms for closed-loop feedback based distributed adaptive beamforming in wireless sensor networks
Stephan Sigg, Michael Beigl
2009
ISSNIP 2009 - Proceedings of 2009 5th International Conference on Intelligent Sensors, Sensor Networks and Information Processing
Limitations, performance and instrumentation of closed-loop feedback based distributed adaptive transmit beamforming in WSNs
S Sigg, RM El Masri, J Ristau, M Beigl
2009
Developing a Virtual Environment for better Sensory Perception
D Rohr, M Beigl, M Beuster, S Sigg, Christian Decker, T Riedel, M Berchtold
2008
Audio Fingerprinting in UbiComp Environments - Performance Measurements and Applications
S Sigg, D Rohr, M Beuster, Michael Beigl
2008
Collaborative Transmission in Wireless Sensor Networks by a (1+1)-EA
S Sigg, M Beigl
2008
Search Space Size and Context Prediction
S Sigg, M Beuster, D Rohr, M Beigl
2008
Minimising the context prediction error
S Sigg, S Haseloff, K David
2007
2007 IEEE 65th Vehicular Technology Conference - VTC2007-Spring
The impact of the context interpretation error on the context prediction accuracy
S Sigg, S Haseloff, K David
2006