Stephan Sigg

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 99

Top Venues

PerCom Workshops

CoRR

IEEE Access

IEEE Internet Things J.

University of Kassel, Germany (PHD)

Education History

University of Kassel, Germany

PHD

Publications

Cosimo Della Santina, Carlos Hernández 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 F. M. J. 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
Awareness in robotics: An early perspective from the viewpoint of the EIC Pathfinder Challenge "Awareness Inside". CoRR (2024)
Yuxi Qin, Stephan Sigg, Su Pan, Zibo Li
Direction-agnostic gesture recognition system using commercial WiFi devices. Comput. Commun. 216 (2024)
Julián Jerónimo Bañuelos, Stephan Sigg, Jiayuan He, Flora D. Salim, José Costa-Requena
Generating Multivariate Synthetic Time Series Data for Absent Sensors from Correlated Sources. NetAISys@MobiSys (2024)
Le Ngu Nguyen, Stephan Sigg, Jari Lietzén, Rainhard Dieter Findling, Kalle Ruttik
Camouflage Learning: Feature Value Obscuring Ambient Intelligence for Constrained Devices. IEEE Trans. Mob. Comput. 22 (2) (2023)
Huadong Ma, Yuan He, Mo Li, Neal Patwari, Stephan Sigg
Introduction to the Special Issue on Wireless Sensing for IoT. ACM Trans. Internet Things 4 (4) (2023)
Thaha Mohammed, Si-Ahmed Naas, Stephan Sigg, Mario Di Francesco
Knowledge Sharing in AI Services: A Market-Based Approach. IEEE Internet Things J. 10 (2) (2023)
Eileen Kränzle, Stephan Sigg
Detecting an Ataxia-Type Disease from Acceleration Data. PerCom Workshops (2023)
Si Zuo, Vitor Fortes Rey, Sungho Suh, Stephan Sigg, Paul Lukowicz
Unsupervised Statistical Feature-Guided Diffusion Model for Sensor-based Human Activity Recognition. CoRR (2023)
Dariush Salami, Anni Juvakoski, Riku Vahala, Michael Beigl, Stephan Sigg
Water quality analysis using mmWave radars. PerCom Workshops (2023)
Si Zuo, Vítor Fortes rey, Sungho Suh, Stephan Sigg, Paul Lukowicz
Unsupervised Diffusion Model for Sensor-based Human Activity Recognition. UbiComp/ISWC Adjunct (2023)
Sahar Golipoor, Stephan Sigg
Accurate RF-sensing of complex gestures using RFID with variable phase-profiles. ISIE (2023)
Dariush Salami, Ramin Hasibi, Sameera Palipana, Petar Popovski, Tom Michoel, Stephan Sigg
Tesla-Rapture: A Lightweight Gesture Recognition System From mmWave Radar Sparse Point Clouds. IEEE Trans. Mob. Comput. 22 (8) (2023)
Si-Ahmed Naas, Stephan Sigg
Fast converging Federated Learning with Non-IID Data. VTC2023-Spring (2023)
Sami Ben Cheikh, Stephan Sigg
Towards Green Edge Intelligence. IoT (2023)
Julián Jerónimo Bañuelos, José Costa-Requena, Jiayuan He, Flora D. Salim, Stephan Sigg
An Application Programming Interface for Android to support dedicated 5G network slicing. IoT (2023)
Si Zuo, Stephan Sigg
Personalized Gestures Through Motion Transfer: Protecting Privacy in Pervasive Surveillance. IEEE Pervasive Comput. 21 (4) (2022)
Cristian J. Vaca-Rubio, Dariush Salami, Petar Popovski, Elisabeth de Carvalho, Zheng-Hua Tan, Stephan Sigg
User Localization using RF Sensing: A Performance comparison between LIS and mmWave Radars. EUSIPCO (2022)
Anay Ajit Deshpande, Cristian J. Vaca-Rubio, Salman Mohebi, Dariush Salami, Elisabeth de Carvalho, Petar Popovski, Stephan Sigg, Michele Zorzi, Andrea Zanella
Energy-Efficient Design for RIS-assisted UAV communications in beyond-5G Networks. MedComNet (2022)
Tobias Dorszewski, Weixuan Jiang, Stephan Sigg
Detection of an Ataxia-type disease from EMG and IMU sensors. PerCom Workshops (2022)
Si Zuo, Stephan Sigg, Le Ngu Nguyen, Nils Beck, Nico Jähne-Raden, Marie Cathrine Wolf
CardioID: Secure ECG-BCG Agnostic Interaction-Free Device Pairing. IEEE Access 10 (2022)
Cristian J. Vaca-Rubio, Dariush Salami, Petar Popovski, Elisabeth de Carvalho, Zheng-Hua Tan, Stephan Sigg
User Localization using RF Sensing: A Performance comparison between LIS and mmWave Radars. CoRR (2022)
Jing Ma, Si-Ahmed Naas, Stephan Sigg, Xixiang Lyu
Privacy-preserving federated learning based on multi-key homomorphic encryption. Int. J. Intell. Syst. 37 (9) (2022)
René Mayrhofer, Stephan Sigg
Adversary Models for Mobile Device Authentication. ACM Comput. Surv. 54 (9) (2022)
Stephan Sigg, Le Ngu Nguyen, Jing Ma
Camouflage Learning. PerCom Workshops (2021)
Sanaz Kianoush, Stefano Savazzi, Manuel Beschi, Stephan Sigg, Vittorio Rampa
A Multisensory Edge-Cloud Platform for Opportunistic Radio Sensing in Cobot Environments. IEEE Internet Things J. 8 (2) (2021)
Manila Kodali, Le Ngu Nguyen, Stephan Sigg
Towards battery-less RF sensing. PerCom Workshops (2021)
Qiyue Li, Heng Qu, Zhi Liu, Nana Zhou, Wei Sun, Stephan Sigg, Jie Li
AF-DCGAN: Amplitude Feature Deep Convolutional GAN for Fingerprint Construction in Indoor Localization Systems. IEEE Trans. Emerg. Top. Comput. Intell. 5 (3) (2021)
Dariush Salami, Stephan Sigg
Zero-Shot Motion Pattern Recognition from 4D Point-Clouds. MLSP (2021)
Jing Ma, Si-Ahmed Naas, Stephan Sigg, Xixiang Lyu
Privacy-preserving Federated Learning based on Multi-key Homomorphic Encryption. CoRR (2021)
Nils Beck, Si Zuo, Stephan Sigg
BCG & ECG-based secure communication for medical devices in Body Area Networks. PerCom Workshops (2021)
Dariush Salami, Ramin Hasibi, Sameera Palipana, Petar Popovski, Tom Michoel, Stephan Sigg
Tesla-Rapture: A Lightweight Gesture Recognition System from mmWave Radar Point Clouds. CoRR (2021)
Andreas Hitz, Si-Ahmed Naas, Stephan Sigg
Sharing geotagged pictures for an Emotion-based Recommender System. PerCom Workshops (2021)
Dariush Salami, Ramin Hasibi, Stefano Savazzi, Tom Michoel, Stephan Sigg
Integrating Sensing and Communication in Cellular Networks via NR Sidelink. CoRR (2021)
Sameera Palipana, Dariush Salami, Luis A. Leiva, Stephan Sigg
Pantomime: Mid-Air Gesture Recognition with Sparse Millimeter-Wave Radar Point Clouds. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (1) (2021)
Roni Hytonen, Alison Tshala, Jan Schreier, Melissa Holopainen, Aada Forsman, Minna Oksanen, Rainhard Dieter Findling, Le Ngu Nguyen, Stephan Sigg, Nico Jähne-Raden
Analysing Ballistocardiography for Pervasive Healthcare. MSN (2020)
Yangjie Cao, Fuchao Wang, Xinxin Lu, Nan Lin, Bo Zhang, Zhi Liu, Stephan Sigg
Contactless Body Movement Recognition During Sleep via WiFi Signals. IEEE Internet Things J. 7 (3) (2020)
Nico Jähne-Raden, Henrike Gütschleg, Marie Cathrine Wolf, Stephan Sigg, Ulf Kulau
Seismocardiography on Infants and Kids. CinC (2020)
Arne Brüsch, Ngu Nguyen, Dominik Schürmann, Stephan Sigg, Lars C. Wolf
Security Properties of Gait for Mobile Device Pairing. IEEE Trans. Mob. Comput. 19 (3) (2020)
Stephan Sigg
Position Talk: Ethically aligned voice user interfaces: Risks, Challenges and Opportunities. PerCom Workshops (2020)
Xiaolan Jiang, Si-Ahmed Naas, Yi-Han Chiang, Stephan Sigg, Yusheng Ji
SVP: Sinusoidal Viewport Prediction for 360-Degree Video Streaming. IEEE Access 8 (2020)
Dariush Salami, Sameera Palipana, Manila Kodali, Stephan Sigg
Motion Pattern Recognition in 4D Point Clouds. MLSP (2020)
Si-Ahmed Naas, Stephan Sigg
Real-time Emotion Recognition for Sales. MSN (2020)
Stephan Sigg, Le Ngu Nguyen, Pablo Pérez Zarazaga, Tom Bäckström
Provable Consent for Voice User Interfaces. PerCom Workshops (2020)
Si-Ahmed Naas, Xiaolan Jiang, Stephan Sigg, Yusheng Ji
Functional gaze prediction in egocentric video. MoMM (2020)
René Mayrhofer, Vishwath Mohan, Stephan Sigg
Adversary Models for Mobile Device Authentication. CoRR (2020)
Nico Jähne-Raden, Udo Bavendiek, Henrike Gütschleg, Ulf Kulau, Stephan Sigg, Marie Cathrine Wolf, Tanja Zeppernick, Michael Marschollek
A Structured Measurement of Highly Synchronous Real-Time Ballistocardiography Signal Data of Heart Failure Patients. MIE (2020)
Si-Ahmed Naas, Thaha Mohammed, Stephan Sigg
A Global Brain fuelled by Local intelligence: Optimizing Mobile Services and Networks with AI. MSN (2020)
Muneeba Raja, Zahra Vali, Sameera Palipana, David G. Michelson, Stephan Sigg
3D Head Motion Detection Using Millimeter-Wave Doppler Radar. IEEE Access 8 (2020)
Sameera Palipana, Nicolas Malm, Stephan Sigg
Beamsteering for Training-free Counting of Multiple Humans Performing Distinct Activities. PerCom (2020)
Pablo Pérez Zarazaga, Tom Bäckström, Stephan Sigg
Acoustic Fingerprints for Access Management in Ad-Hoc Sensor Networks. IEEE Access 8 (2020)
Dariush Salami, Olga Streibel, Marcus Rhenius, Stephan Sigg
A FAIR Extension for the MQTT Protocol. MSN (2020)
Kacper Skawinski, Ferran Montraveta Roca, Rainhard Dieter Findling, Stephan Sigg
Workout Type Recognition and Repetition Counting with CNNs from 3D Acceleration Sensed on the Chest. IWANN (1) (2019)
Eira Friström, Elias Lius, Niki Ulmanen, Paavo Hietala, Pauliina Kärkkäinen, Tommi Mäkinen, Stephan Sigg, Rainhard Dieter Findling
Free-Form Gaze Passwords from Cameras Embedded in Smart Glasses. MoMM (2019)
Sameera Palipana, Stephan Sigg
Receiver-Side Beamforming to Isolate Channel Perturbations from a Human Target in a Device-Free Setting. DFHS@BuildSys (2019)
Stefano Savazzi, Stephan Sigg, Federico Vicentini, Sanaz Kianoush, Rainhard D. Findling
On the Use of Stray Wireless Signals for Sensing: A Look Beyond 5G for the Next Generation of Industry. Computer 52 (7) (2019)
Sameera Palipana, Stephan Sigg
Extracting Human Context Through Receiver-End Beamforming. IEEE Access 7 (2019)
Rainhard Dieter Findling, Le Ngu Nguyen, Stephan Sigg
Closed-Eye Gaze Gestures: Detection and Recognition of Closed-Eye Movements with Cameras in Smart Glasses. IWANN (1) (2019)
Eeva-Sofia Haukipuro, Ville Kolehmainen, Janne M. J. Huttunen, Sebastian Remander, Janne Salo, Tuomas Takko, Le Ngu Nguyen, Stephan Sigg, Rainhard Dieter Findling
Mobile Brainwaves: On the Interchangeability of Simple Authentication Tasks with Low-Cost, Single-Electrode EEG Devices. IEICE Trans. Commun. (4) (2019)
Pablo Pérez Zarazaga, Tom Bäckström, Stephan Sigg
Robust and Responsive Acoustic Pairing of Devices Using Decorrelating Time-Frequency Modelling. EUSIPCO (2019)
Rainhard Dieter Findling, Tahmid Quddus, Stephan Sigg
Hide my Gaze with EOG!: Towards Closed-Eye Gaze Gesture Passwords that Resist Observation-Attacks with Electrooculography in Smart Glasses. MoMM (2019)
Ngu Nguyen, Stephan Sigg
Learning with Vertically-Partitioned Data, Binary Feedback, and Random Parameter Update. INFOCOM Workshops (2019)
Stephan Sigg, Eemil Lagerspetz, Ella Peltonen, Petteri Nurmi, Sasu Tarkoma
Exploiting Usage to Predict Instantaneous App Popularity: Trend Filters and Retention Rates. ACM Trans. Web 13 (2) (2019)
Stephan Sigg, Sameera Palipana, Stefano Savazzi, Sanaz Kianoush
Capturing Human-Machine Interaction Events from Radio Sensors in Industry 4.0 Environments. Business Process Management Workshops (2019)
Nico Jähne-Raden, Ulf Kulau, Henrike Gütschleg, Thiemo Clausen, Tobias Jura, Stephan Sigg, Lars C. Wolf
High-Resolution Synchronous Digital Ballistocardiography Setup. CinC (2019)
Arne Brüsch, Ngu Nguyen, Dominik Schürmann, Stephan Sigg, Lars C. Wolf
On the Secrecy of Publicly Observable Biometric Features: Security Properties of Gait for Mobile Device Pairing. CoRR (2018)
Muneeba Raja, Viviane S. Ghaderi, Stephan Sigg
WiBot! In-Vehicle Behaviour and Gesture Recognition Using Wireless Network Edge. ICDCS (2018)
Ngu Nguyen, Caglar Yüce Kaya, Arne Brüsch, Dominik Schürmann, Stephan Sigg, Lars C. Wolf
Demo of BANDANA - Body Area Network Device-to-device Authentication using Natural gAit. PerCom Workshops (2018)
Stefano Savazzi, Stephan Sigg, Monica Nicoli, Sanaz Kianoush, Franck Le Gall, Hamza Baqa, David Remon
A cloud-IoT model for reconfigurable radio sensing: The Radio.Sense platform. WF-IoT (2018)
Sanaz Kianoush, Muneeba Raja, Stefano Savazzi, Stephan Sigg
A Cloud-IoT Platform for Passive Radio Sensing: Challenges and Application Case Studies. IEEE Internet Things J. 5 (5) (2018)
Kazuya Ohara, Takuya Maekawa, Stephan Sigg, Moustafa Youssef
Preliminary Investigation of Position Independent Gesture Recognition Using Wi-Fi CSI. PerCom Workshops (2018)
Niklas Strengell, Stephan Sigg
Local emotions - using social media to understand human-environment interaction in cities. PerCom Workshops (2018)
Ngu Nguyen, Stephan Sigg
User Authentication based on Personal Image Experiences. PerCom Workshops (2018)
Muneeba Raja, Viviane S. Ghaderi, Stephan Sigg
Detecting Driver's Distracted Behaviour from Wi-Fi. VTC Spring (2018)
Shuyu Shi, Stephan Sigg, Lin Chen, Yusheng Ji
Accurate Location Tracking From CSI-Based Passive Device-Free Probabilistic Fingerprinting. IEEE Trans. Veh. Technol. 67 (6) (2018)
Muneeba Raja, Anja Exler, Samuli Hemminki, Shin'ichi Konomi, Stephan Sigg, Sozo Inoue
Towards pervasive geospatial affect perception. GeoInformatica 22 (1) (2018)
Mayutan Arumaithurai, Toru Hasegawa, Stephan Sigg
Resilient Machine-to-Machine communication (NII Shonan Meeting 2018-6). NII Shonan Meet. Rep. 2018 (2018)
Ngu Nguyen, Stephan Sigg
Secure Context-based Pairing for Unprecedented Devices. PerCom Workshops (2018)
Dominik Schürmann, Arne Brüsch, Ngu Nguyen, Stephan Sigg, Lars C. Wolf
Moves like Jagger: Exploiting variations in instantaneous gait for spontaneous device pairing. Pervasive Mob. Comput. 47 (2018)
Takahiro Hara, Hiroshi Shigeno, Hirozumi Yamaguchi, Moustafa Youssef, Stephan Sigg
Editorial: Mobile and Ubiquitous Systems - Best Papers from Mobiquitous 2016. Mob. Networks Appl. 23 (5) (2018)
Ngu Nguyen, Nico Jähne-Raden, Ulf Kulau, Stephan Sigg
Representation Learning for Sensor-based Device Pairing. PerCom Workshops (2018)
Stephan Sigg
Some aspects of physical prototyping in Pervasive Computing. CoRR (2018)
Muneeba Raja, Stephan Sigg
RFexpress! - RF emotion recognition in the wild. PerCom Workshops (2017)
Bahareh Gholampooryazdi, Stephan Sigg
Walking speed recognition from 5G Prototype System. PerCom Workshops (2017)
Takahiro Hara, Stephan Sigg, Lei Shu, Francesco De Pellegrini, Chiara Petrioli, Sanjay Kumar Madria
IEEE Access Special Section Editorial: Emergent Topics for Mobile and Ubiquitous Systems in Smartphone, IOT, and Cloud Computing ERA. IEEE Access 5 (2017)
Bahareh Gholampooryazdi, Isha Singh, Stephan Sigg
5G Ubiquitous Sensing: Passive Environmental Perception in Cellular Systems. VTC Fall (2017)
Muneeba Raja, Stephan Sigg
RFexpress! - Exploiting the wireless network edge for RF-based emotion sensing. ETFA (2017)
Ngu Nguyen, Stephan Sigg
PassFrame: Generating image-based passwords from egocentric videos. PerCom Workshops (2017)
Isha Singh, Stephan Sigg
Smart City Environmental Perception from Ambient Cellular Signals. ICA3PP (2017)
Ngu Nguyen, Stephan Sigg
Demo of PassFrame: Generating image-based passwords from egocentric videos. PerCom Workshops (2017)
Dominik Schürmann, Arne Brüsch, Stephan Sigg, Lars C. Wolf
BANDANA - Body area network device-to-device authentication using natural gAit. PerCom (2017)
Bowen Yang, Chao Wu, Stephan Sigg, Yaoxue Zhang
CoCo (Context vs. Content): Behavior-Inspired Social Media Recommendation for Mobile Apps. GLOBECOM (2016)
Shuyu Shi, Stephan Sigg, Yusheng Ji
Probabilistic Fingerprinting Based Passive Device-Free Localization from Channel State Information. VTC Spring (2016)
Stephan Sigg, Eemil Lagerspetz, Ella Peltonen, Petteri Nurmi, Sasu Tarkoma
Sovereignty of the Apps: There's more to Relevance than Downloads. CoRR (2016)
Muneeba Raja, Stephan Sigg
RFexpress! - Exploiting the wireless network edge for RF-based emotion sensing. CoRR (2016)
Stefano Savazzi, Stephan Sigg, Monica Nicoli, Vittorio Rampa, Sanaz Kianoush, Umberto Spagnolini
Device-Free Radio Vision for Assisted Living: Leveraging wireless channel quality information for human sensing Wireless propagation is conventionally considered as the enabling tool for transporting information. IEEE Signal Process. Mag. 33 (2) (2016)
Muneeba Raja, Stephan Sigg
Applicability of RF-based methods for emotion recognition: A survey. PerCom Workshops (2016)
Flora D. Salim, Stephan Sigg, Chenren Xu
CoSDEO 2016: Contact-free ambient sensing - Welcome and committees: Welcome message from the CoSDEO 2016 workshop co-chairs. PerCom Workshops (2016)
Dominik Schürmann, Arne Brüsch, Stephan Sigg, Lars C. Wolf
BANDANA - Body Area Network Device-to-device Authentication using Natural gAit. CoRR (2016)
Le Ngu Nguyen, Stephan Sigg
Personalized Image-based User Authentication using Wearable Cameras. CoRR (2016)
Chenren Xu, Pei Zhang, Stephan Sigg
SenSys 2015 Proceedings Workshop Summary Abstract / IoT-App'15: The 2015 International Workshop on Internet of Things towards Applications. SenSys (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stephan Sigg