Stephan Sigg
Orcid: 0000-0001-6118-3355Affiliations:
- Aalto University, Espoo, Finland
According to our database1,
Stephan Sigg
authored at least 146 papers
between 2006 and 2024.
Collaborative distances:
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Bibliography
2024
Awareness in robotics: An early perspective from the viewpoint of the EIC Pathfinder Challenge "Awareness Inside".
CoRR, 2024
2023
ACM Trans. Internet Things, November, 2023
Tesla-Rapture: A Lightweight Gesture Recognition System From mmWave Radar Sparse Point Clouds.
IEEE Trans. Mob. Comput., August, 2023
IEEE Internet Things J., January, 2023
Camouflage Learning: Feature Value Obscuring Ambient Intelligence for Constrained Devices.
IEEE Trans. Mob. Comput., 2023
Unsupervised Statistical Feature-Guided Diffusion Model for Sensor-based Human Activity Recognition.
CoRR, 2023
Proceedings of the 97th IEEE Vehicular Technology Conference, 2023
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2023
Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023
Proceedings of the 13th International Conference on the Internet of Things, 2023
An Application Programming Interface for Android to support dedicated 5G network slicing.
Proceedings of the 13th International Conference on the Internet of Things, 2023
Proceedings of the Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, 2023
2022
Personalized Gestures Through Motion Transfer: Protecting Privacy in Pervasive Surveillance.
IEEE Pervasive Comput., 2022
Int. J. Intell. Syst., 2022
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022
Proceedings of the 20th Mediterranean Communication and Computer Networking Conference, 2022
User Localization using RF Sensing: A Performance comparison between LIS and mmWave Radars.
Proceedings of the 30th European Signal Processing Conference, 2022
2021
AF-DCGAN: Amplitude Feature Deep Convolutional GAN for Fingerprint Construction in Indoor Localization Systems.
IEEE Trans. Emerg. Top. Comput. Intell., 2021
A Multisensory Edge-Cloud Platform for Opportunistic Radio Sensing in Cobot Environments.
IEEE Internet Things J., 2021
Pantomime: Mid-Air Gesture Recognition with Sparse Millimeter-Wave Radar Point Clouds.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021
CoRR, 2021
Tesla-Rapture: A Lightweight Gesture Recognition System from mmWave Radar Point Clouds.
CoRR, 2021
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021
2020
IEEE Trans. Mob. Comput., 2020
IEEE Internet Things J., 2020
IEEE Access, 2020
IEEE Access, 2020
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020
Position Talk: Ethically aligned voice user interfaces: Risks, Challenges and Opportunities.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020
Beamsteering for Training-free Counting of Multiple Humans Performing Distinct Activities.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications, 2020
Proceedings of the 16th International Conference on Mobility, Sensing and Networking, 2020
Proceedings of the 16th International Conference on Mobility, Sensing and Networking, 2020
A Global Brain fuelled by Local intelligence: Optimizing Mobile Services and Networks with AI.
Proceedings of the 16th International Conference on Mobility, Sensing and Networking, 2020
Proceedings of the 16th International Conference on Mobility, Sensing and Networking, 2020
Proceedings of the MoMM '20: The 18th International Conference on Advances in Mobile Computing and Multimedia, Chiang Mai, Thailand, November 30, 2020
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020
A Structured Measurement of Highly Synchronous Real-Time Ballistocardiography Signal Data of Heart Failure Patients.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020
Proceedings of the Computing in Cardiology, 2020
2019
Exploiting Usage to Predict Instantaneous App Popularity: Trend Filters and Retention Rates.
ACM Trans. Web, 2019
Mobile Brainwaves: On the Interchangeability of Simple Authentication Tasks with Low-Cost, Single-Electrode EEG Devices.
IEICE Trans. Commun., 2019
On the Use of Stray Wireless Signals for Sensing: A Look Beyond 5G for the Next Generation of Industry.
Computer, 2019
Receiver-Side Beamforming to Isolate Channel Perturbations from a Human Target in a Device-Free Setting.
Proceedings of the 1st ACM International Workshop on Device-Free Human Sensing, 2019
Proceedings of the MoMM 2019: The 17th International Conference on Advances in Mobile Computing & Multimedia, 2019
Hide my Gaze with EOG!: Towards Closed-Eye Gaze Gesture Passwords that Resist Observation-Attacks with Electrooculography in Smart Glasses.
Proceedings of the MoMM 2019: The 17th International Conference on Advances in Mobile Computing & Multimedia, 2019
Workout Type Recognition and Repetition Counting with CNNs from 3D Acceleration Sensed on the Chest.
Proceedings of the Advances in Computational Intelligence, 2019
Closed-Eye Gaze Gestures: Detection and Recognition of Closed-Eye Movements with Cameras in Smart Glasses.
Proceedings of the Advances in Computational Intelligence, 2019
Learning with Vertically-Partitioned Data, Binary Feedback, and Random Parameter Update.
Proceedings of the IEEE INFOCOM 2019, 2019
Robust and Responsive Acoustic Pairing of Devices Using Decorrelating Time-Frequency Modelling.
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the 46th Computing in Cardiology, 2019
Capturing Human-Machine Interaction Events from Radio Sensors in Industry 4.0 Environments.
Proceedings of the Business Process Management Workshops, 2019
2018
Accurate Location Tracking From CSI-Based Passive Device-Free Probabilistic Fingerprinting.
IEEE Trans. Veh. Technol., 2018
NII Shonan Meet. Rep., 2018
Moves like Jagger: Exploiting variations in instantaneous gait for spontaneous device pairing.
Pervasive Mob. Comput., 2018
Mob. Networks Appl., 2018
A Cloud-IoT Platform for Passive Radio Sensing: Challenges and Application Case Studies.
IEEE Internet Things J., 2018
On the Secrecy of Publicly Observable Biometric Features: Security Properties of Gait for Mobile Device Pairing.
CoRR, 2018
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018
Proceedings of the 87th IEEE Vehicular Technology Conference, 2018
Local emotions - using social media to understand human-environment interaction in cities.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018
Preliminary Investigation of Position Independent Gesture Recognition Using Wi-Fi CSI.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018
Demo of BANDANA - Body Area Network Device-to-device Authentication using Natural gAit.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018
2017
IEEE Access Special Section Editorial: Emergent Topics for Mobile and Ubiquitous Systems in Smartphone, IOT, and Cloud Computing ERA.
IEEE Access, 2017
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications, 2017
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017
Proceedings of the Algorithms and Architectures for Parallel Processing, 2017
Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017
2016
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., 2016
Probabilistic Fingerprinting Based Passive Device-Free Localization from Channel State Information.
Proceedings of the IEEE 83rd Vehicular Technology Conference, 2016
CoSDEO 2016: Contact-free ambient sensing - Welcome and committees: Welcome message from the CoSDEO 2016 workshop co-chairs.
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016
CoCo (Context vs. Content): Behavior-Inspired Social Media Recommendation for Mobile Apps.
Proceedings of the 2016 IEEE Global Communications Conference, 2016
2015
NII Shonan Meet. Rep., 2015
SenSys 2015 Proceedings Workshop Summary Abstract / IoT-App'15: The 2015 International Workshop on Internet of Things towards Applications.
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015
2014
RF-Sensing of Activities from Non-Cooperative Subjects in Device-Free Recognition Systems Using Ambient and Local Signals.
IEEE Trans. Mob. Comput., 2014
Teach Your WiFi-Device: Recognise Simultaneous Activities and Gestures from Time-Domain RF-Features.
Int. J. Ambient Comput. Intell., 2014
A fast binary feedback-based distributed adaptive carrier synchronisation for transmission among clusters of disconnected IoT nodes in smart spaces.
Ad Hoc Networks, 2014
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2014
Social opportunistic sensing and social centric networking: enabling technology for smart cities.
Proceedings of the 2014 ACM international workshop on Wireless and mobile technologies for smart cities, 2014
3<sup>rd</sup> workshop on recent advances in behavior prediction and pro-active pervasive computing.
Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2014
Towards Mobile Sensor-Aware Crowdsourcing: Architecture, Opportunities and Challenges.
Proceedings of the Database Systems for Advanced Applications, 2014
2013
ActiviTune: A Multi-stage System for Activity Recognition of Passive Entities from Ambient FM-Radio Signals.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2013
Utilising convolutions of random functions to realise function calculation via a physical channel.
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013
Leveraging RF-channel fluctuation for activity recognition: Active and passive systems, continuous and RSSI-based signal features.
Proceedings of the 11th International Conference on Advances in Mobile Computing & Multimedia, 2013
Passive, Device-Free Recognition on Your Mobile Phone: Tools, Features and a Case Study.
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2013
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013
2nd workshop on recent advances in behavior prediction and pro-active pervasive computing.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013
2012
Investigation of Context Prediction Accuracy for Different Context Abstraction Levels.
IEEE Trans. Mob. Comput., 2012
J. Ambient Intell. Smart Environ., 2012
Proceedings of the 76th IEEE Vehicular Technology Conference, 2012
Activity Recognition from Radio Frequency Data: Multi-Stage Recognition and Features.
Proceedings of the 76th IEEE Vehicular Technology Conference, 2012
Proceedings of the Tenth Annual IEEE International Conference on Pervasive Computing and Communications, 2012
Proceedings of the 16th International Symposium on Wearable Computers, 2012
Proceedings of the 3rd IEEE International Conference on the Internet of Things, 2012
Proceedings of the 2012 ACM Conference on Ubiquitous Computing, 2012
Proceedings of the 2012 IEEE Pacific Visualization Symposium, 2012
2011
Feedback-Based Closed-Loop Carrier Synchronization: A Sharp Asymptotic Bound, an Asymptotically Optimal Approach, Simulations, and Experiments.
IEEE Trans. Mob. Comput., 2011
Proceedings of the 73rd IEEE Vehicular Technology Conference, 2011
Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2011
Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2011
Collaborative Channel Equalization: Analysis and Performance Evaluation of Distributed Aggregation Algorithms in WSNs.
Proceedings of the IEEE 8th International Conference on Mobile Adhoc and Sensor Systems, 2011
Proceedings of the 17th GI/ITG Conference on Communication in Distributed Systems, 2011
Proceedings of the 7th International Conference on Intelligent Environments, 2011
Proceedings of the CASEMANS@Ubicomp '11: The 5th ACM International workshop on context-awareness for self-managing systems, 2011
Proceedings of the Modeling and Using Context, 2011
Proceedings of the Organic Computing - A Paradigm Shift for Complex Systems, 2011
2010
IEEE Pervasive Comput., 2010
Proceedings of the IEEE 21st International Symposium on Personal, 2010
Proceedings of the 4th ACM International Workshop on Context-Awareness for Self-Managing Systems, 2010
Proceedings of the ARCS '10, 2010
2008
Development of a novel context prediction algorithm and analysis of context prediction schemes.
PhD thesis, 2008
2007
Proceedings of the 65th IEEE Vehicular Technology Conference, 2007
Proceedings of the Second IEEE International Conference on Digital Information Management (ICDIM), 2007
2006
Proceedings of the IEEE 17th International Symposium on Personal, 2006
Proceedings of the 3rd Annual International ICST Conference on Mobile and Ubiquitous Systems: Computing, 2006