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Stephan Sigg
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RF-sensing of activities from non-cooperative subjects in device-free recognition systems using ambient and local signals
S Sigg, M Scholz, S Shi, Y Ji, M Beigl
IEEE Transactions on Mobile Computing 13 (4), 907-920, 2013
3112013
Privacy‐preserving federated learning based on multi‐key homomorphic encryption
J Ma, SA Naas, S Sigg, X Lyu
International Journal of Intelligent Systems 37 (9), 5880-5901, 2022
3012022
Secure communication based on ambient audio
D Schürmann, S Sigg
IEEE Transactions on mobile computing 12 (2), 358-370, 2011
1992011
The telepathic phone: Frictionless activity recognition from wifi-rssi
S Sigg, U Blanke, G Tröster
2014 IEEE international conference on pervasive computing and communications …, 2014
1962014
Accurate location tracking from CSI-based passive device-free probabilistic fingerprinting
S Shi, S Sigg, L Chen, Y Ji
IEEE Transactions on Vehicular Technology 67 (6), 5217-5230, 2018
1702018
Leveraging RF-channel fluctuation for activity recognition: Active and passive systems, continuous and RSSI-based signal features
S Sigg, S Shi, F Buesching, Y Ji, L Wolf
Proceedings of International Conference on Advances in Mobile Computing …, 2013
1472013
Pantomime: Mid-air gesture recognition with sparse millimeter-wave radar point clouds
S Palipana, D Salami, LA Leiva, S Sigg
Proceedings of the ACM on interactive, mobile, wearable and ubiquitous …, 2021
1442021
AF-DCGAN: Amplitude feature deep convolutional GAN for fingerprint construction in indoor localization systems
Q Li, H Qu, Z Liu, N Zhou, W Sun, S Sigg, J Li
IEEE Transactions on Emerging Topics in Computational Intelligence 5 (3 …, 2019
1402019
Device-free radio vision for assisted living: Leveraging wireless channel quality information for human sensing
S Savazzi, S Sigg, M Nicoli, V Rampa, S Kianoush, U Spagnolini
IEEE Signal Processing Magazine 33 (2), 45-58, 2016
1382016
An alignment approach for context prediction tasks in ubicomp environments
S Sigg, S Haseloff, K David
Pervasive Computing, IEEE, 2010
902010
BANDANA—Body area network device-to-device authentication using natural gAit
D Schürmann, A Brüsch, S Sigg, L Wolf
2017 IEEE International Conference on Pervasive Computing and Communications …, 2017
672017
Security properties of gait for mobile device pairing
A Bruesch, N Nguyen, D Schürmann, S Sigg, L Wolf
IEEE Transactions on Mobile Computing 19 (3), 697-710, 2019
552019
Rf-based device-free recognition of simultaneously conducted activities
S Sigg, S Shi, Y Ji
Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing …, 2013
532013
Development of a novel context prediction algorithm and analysis of context prediction schemes
S Sigg
kassel university press GmbH, 2008
532008
Tesla-rapture: A lightweight gesture recognition system from mmwave radar sparse point clouds
D Salami, R Hasibi, S Palipana, P Popovski, T Michoel, S Sigg
IEEE Transactions on Mobile Computing 22 (8), 4946-4960, 2022
502022
Challenges for device-free radio-based activity recognition
M Scholz, S Sigg, HR Schmidtke, M Beigl
Workshop on Context Systems, Design, Evaluation and Optimisation, 2011
502011
Exploiting usage to predict instantaneous app popularity: Trend filters and retention rates
S Sigg, E Lagerspetz, E Peltonen, P Nurmi, S Tarkoma
ACM Transactions on the Web (TWEB) 13 (2), 1-25, 2019
49*2019
WiBot! In-vehicle behaviour and gesture recognition using wireless network edge
M Raja, V Ghaderi, S Sigg
2018 IEEE 38th International Conference on Distributed Computing Systems …, 2018
452018
Monitoring attention using ambient FM radio signals
S Shi, S Sigg, W Zhao, Y Ji
IEEE Pervasive Computing 13 (1), 30-36, 2014
432014
Contactless body movement recognition during sleep via WiFi signals
Y Cao, F Wang, X Lu, N Lin, B Zhang, Z Liu, S Sigg
IEEE Internet of Things Journal 7 (3), 2028-2037, 2019
422019
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