| 2026 | PERCOM | Gesture recognition and hand pose tracking using wearable mmWave radars. | Otso Luukkanen, Dariush Salami, Hseyin Yigitler, Stephan Sigg |
| 2026 | PERCOM | Impact of Time-Series Representation on Emotion Recognition. | Anna Parilova, Si Zuo, Stephan Sigg |
| 2026 | PERCOM | Keynote: Integrated Communication and Sensing for Pervasive Computing. | Stephan Sigg |
| 2026 | PERCOM | Authenticity and Confidentiality in Flow-Based Closed-Loop Molecular Communication Systems. | Yannick Specht, Stephan Sigg |
| 2026 | SmartComp | Simultaneous Multi-target Tracking and Gesture Recognition via Distributed Radar-Sensing Systems. | Wanru Ning, Dariush Salami, Hongliu Yang, Yongtao Ma, Stephan Sigg |
| 2025 | ISWC | Wearable Non-Invasive Arterial Pulse Detection with a Millimeter-wave Radar. | Nima Bahmani, Dariush Salami, Hseyin Yigitler, Juhapekka Hietala, Tuukka Panula, Stephan Sigg |
| 2025 | UCC | Agentic Edge Intelligence: A Research Agenda. | Lauri Lovn, Reza Farahani, Ilir Murturi, Stephan Sigg, Schahram Dustdar |
| 2024 | ETFA | Environment and Person-independent Gesture Recognition with Non-static RFID Tags Leveraging Adaptive Signal Segmentation. | Sahar Golipoor, Stephan Sigg |
| 2024 | ETFA | RFID-based Human Activity Recognition Using Multimodal Convolutional Neural Networks. | Sahar Golipoor, Stephan Sigg |
| 2023 | PERCOM | Detecting an Ataxia-Type Disease from Acceleration Data. | Eileen Krnzle, Stephan Sigg |
| 2023 | PERCOM | Water quality analysis using mmWave radars. | Dariush Salami, Anni Juvakoski, Riku Vahala, Michael Beigl, Stephan Sigg |
| 2023 | VTC | Fast converging Federated Learning with Non-IID Data. | Si-Ahmed Naas, Stephan Sigg |
| 2022 | PERCOM | Detection of an Ataxia-type disease from EMG and IMU sensors. | Tobias Dorszewski, Weixuan Jiang, Stephan Sigg |
| 2021 | PERCOM | BCG & ECG-based secure communication for medical devices in Body Area Networks. | Nils Beck, Si Zuo, Stephan Sigg |
| 2021 | PERCOM | Sharing geotagged pictures for an Emotion-based Recommender System. | Andreas Hitz, Si-Ahmed Naas, Stephan Sigg |
| 2021 | PERCOM | Towards battery-less RF sensing. | Manila Kodali, Le Ngu Nguyen, Stephan Sigg |
| 2021 | PERCOM | Camouflage Learning. | Stephan Sigg, Le Ngu Nguyen, Jing Ma |
| 2020 | MOMM | Functional gaze prediction in egocentric video. | Si-Ahmed Naas, Xiaolan Jiang, Stephan Sigg, Yusheng Ji |
| 2020 | PERCOM | Beamsteering for Training-free Counting of Multiple Humans Performing Distinct Activities. | Sameera Palipana, Nicolas Malm, Stephan Sigg |
| 2020 | PERCOM | Position Talk: Ethically aligned voice user interfaces: Risks, Challenges and Opportunities. | Stephan Sigg |
| 2020 | PERCOM | Provable Consent for Voice User Interfaces. | Stephan Sigg, Le Ngu Nguyen, Pablo Prez Zarazaga, Tom Bckstrm |
| 2019 | BPM | Capturing Human-Machine Interaction Events from Radio Sensors in Industry 4.0 Environments. | Stephan Sigg, Sameera Palipana, Stefano Savazzi, Sanaz Kianoush |
| 2019 | INFOCOM | Learning with Vertically-Partitioned Data, Binary Feedback, and Random Parameter Update. | Ngu Nguyen, Stephan Sigg |
| 2019 | IWANN | Closed-Eye Gaze Gestures: Detection and Recognition of Closed-Eye Movements with Cameras in Smart Glasses. | Rainhard Dieter Findling, Le Ngu Nguyen, Stephan Sigg |
| 2019 | IWANN | 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 | MOMM | Hide my Gaze with EOG!: Towards Closed-Eye Gaze Gesture Passwords that Resist Observation-Attacks with Electrooculography in Smart Glasses. | Rainhard Dieter Findling, Tahmid Quddus, Stephan Sigg |
| 2019 | MOMM | Free-Form Gaze Passwords from Cameras Embedded in Smart Glasses. | Eira Fristrm, Elias Lius, Niki Ulmanen, Paavo Hietala, Pauliina Krkkinen, Tommi Mkinen, Stephan Sigg, Rainhard Dieter Findling |
| 2019 | SENSYS | Receiver-Side Beamforming to Isolate Channel Perturbations from a Human Target in a Device-Free Setting. | Sameera Palipana, Stephan Sigg |
| 2018 | ICDCS | WiBot! In-Vehicle Behaviour and Gesture Recognition Using Wireless Network Edge. | Muneeba Raja, Viviane S. Ghaderi, Stephan Sigg |
| 2018 | PERCOM | Representation Learning for Sensor-based Device Pairing. | Ngu Nguyen, Nico Jhne-Raden, Ulf Kulau, Stephan Sigg |
| 2018 | PERCOM | Demo of BANDANA - Body Area Network Device-to-device Authentication using Natural gAit. | Ngu Nguyen, Caglar Yce Kaya, Arne Brsch, Dominik Schrmann, Stephan Sigg, Lars C. Wolf |
| 2018 | PERCOM | Secure Context-based Pairing for Unprecedented Devices. | Ngu Nguyen, Stephan Sigg |
| 2018 | PERCOM | User Authentication based on Personal Image Experiences. | Ngu Nguyen, Stephan Sigg |
| 2018 | PERCOM | Preliminary Investigation of Position Independent Gesture Recognition Using Wi-Fi CSI. | Kazuya Ohara, Takuya Maekawa, Stephan Sigg, Moustafa Youssef |
| 2018 | PERCOM | Local emotions - using social media to understand human-environment interaction in cities. | Niklas Strengell, Stephan Sigg |
| 2018 | VTC | Detecting Driver's Distracted Behaviour from Wi-Fi. | Muneeba Raja, Viviane S. Ghaderi, Stephan Sigg |
| 2017 | ETFA | RFexpress! - Exploiting the wireless network edge for RF-based emotion sensing. | Muneeba Raja, Stephan Sigg |
| 2017 | ICA3PP | Smart City Environmental Perception from Ambient Cellular Signals. | Isha Singh, Stephan Sigg |
| 2017 | PERCOM | Walking speed recognition from 5G Prototype System. | Bahareh Gholampooryazdi, Stephan Sigg |
| 2017 | PERCOM | PassFrame: Generating image-based passwords from egocentric videos. | Ngu Nguyen, Stephan Sigg |
| 2017 | PERCOM | Demo of PassFrame: Generating image-based passwords from egocentric videos. | Ngu Nguyen, Stephan Sigg |
| 2017 | PERCOM | RFexpress! - RF emotion recognition in the wild. | Muneeba Raja, Stephan Sigg |
| 2017 | PERCOM | BANDANA - Body area network device-to-device authentication using natural gAit. | Dominik Schrmann, Arne Brsch, Stephan Sigg, Lars C. Wolf |
| 2017 | VTC | 5G Ubiquitous Sensing: Passive Environmental Perception in Cellular Systems. | Bahareh Gholampooryazdi, Isha Singh, Stephan Sigg |
| 2016 | GLOBECOM | CoCo (Context vs. Content): Behavior-Inspired Social Media Recommendation for Mobile Apps. | Bowen Yang, Chao Wu, Stephan Sigg, Yaoxue Zhang |
| 2016 | PERCOM | Applicability of RF-based methods for emotion recognition: A survey. | Muneeba Raja, Stephan Sigg |
| 2016 | PERCOM | CoSDEO 2016: Contact-free ambient sensing - Welcome and committees: Welcome message from the CoSDEO 2016 workshop co-chairs. | Flora D. Salim, Stephan Sigg, Chenren Xu |
| 2016 | VTC | Probabilistic Fingerprinting Based Passive Device-Free Localization from Channel State Information. | Shuyu Shi, Stephan Sigg, Yusheng Ji |
| 2015 | SENSYS | SenSys 2015 Proceedings Workshop Summary Abstract / IoT-App'15: The 2015 International Workshop on Internet of Things towards Applications. | Chenren Xu, Pei Zhang, Stephan Sigg |
| 2014 | DASFAA | Towards Mobile Sensor-Aware Crowdsourcing: Architecture, Opportunities and Challenges. | Jiyin He, Kai Kunze, Christoph Lofi, Sanjay Kumar Madria, Stephan Sigg |
| 2014 | MOBIHOC | Social opportunistic sensing and social centric networking: enabling technology for smart cities. | Stephan Sigg, Xiaoming Fu |
| 2014 | PERCOM | The telepathic phone: Frictionless activity recognition from WiFi-RSSI. | Stephan Sigg, Ulf Blanke, Gerhard Trster |
| 2013 | Mobiquitous | Passive, Device-Free Recognition on Your Mobile Phone: Tools, Features and a Case Study. | Stephan Sigg, Mario Hock, Markus Scholz, Gerhard Trster, Lars C. Wolf, Yusheng Ji, Michael Beigl |
| 2013 | MOMM | Leveraging RF-channel fluctuation for activity recognition: Active and passive systems, continuous and RSSI-based signal features. | Stephan Sigg, Shuyu Shi, Felix Bsching, Yusheng Ji, Lars C. Wolf |
| 2012 | ISWC | Pattern-Based Alignment of Audio Data for Ad Hoc Secure Device Pairing. | Ngu Nguyen, Stephan Sigg, An Huynh, Yusheng Ji |
| 2012 | PERCOM | Using ambient audio in secure mobile phone communication. | Ngu Nguyen, Stephan Sigg, An Huynh, Yusheng Ji |
| 2012 | VTC | Activity Recognition from Radio Frequency Data: Multi-Stage Recognition and Features. | Shuyu Shi, Stephan Sigg, Yusheng Ji |
| 2012 | VTC | Activity Recognition with Implicit Context Classification. | Stephan Sigg, Lei Zhong, Yusheng Ji |
| 2011 | MASS | Collaborative Channel Equalization: Analysis and Performance Evaluation of Distributed Aggregation Algorithms in WSNs. | Behnam Banitalebi, Dawud Gordon, Stephan Sigg, Takashi Miyaki, Michael Beigl |
| 2011 | Mobiquitous | Neuron Inspired Collaborative Transmission in Wireless Sensor Networks. | Stephan Sigg, Predrag Jakimovski, Florian Becker, Hedda Rahel Schmidtke, Martin Alexander Neumann, Yusheng Ji, Michael Beigl |
| 2011 | Mobiquitous | PINtext: A Framework for Secure Communication Based on Context. | Stephan Sigg, Dominik Schuermann, Yusheng Ji |
| 2011 | PERCOM | Using prediction to conserve energy in recognition on mobile devices. | Dawud Gordon, Stephan Sigg, Yong Ding, Michael Beigl |
| 2011 | VTC | Situation Awareness Based on Channel Measurements. | Markus Reschke, Sebastian Schwarzl, Johannes Starosta, Stephan Sigg |
| 2010 | PIMRC | On the feasibility of receive collaboration in wireless sensor networks. | Behnam Banitalebi, Stephan Sigg, Michael Beigl |
| 2007 | VTC | Minimising the Context Prediction Error. | Stephan Sigg, Sandra Haseloff, Klaus David |
| 2006 | Mobiquitous | The Impact of the Context Interpretation Error on the Context Prediction Accuracy. | Stephan Sigg, Sandra Haseloff, Klaus David |
| 2006 | PIMRC | A Novel Approach to Context Prediction in UBICOMP Environments. | Stephan Sigg, Sandra Haseloff, Klaus David |