| 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 | 292 | 2013 |
| Secure communication based on ambient audio D Schürmann, S Sigg IEEE Transactions on mobile computing 12 (2), 358-370, 2011 | 185 | 2011 |
| 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 | 180 | 2014 |
| 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 | 145 | 2018 |
| 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 | 135 | 2013 |
| 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 | 130 | 2016 |
| 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 | 111 | 2022 |
| 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 | 102 | 2019 |
| An alignment approach for context prediction tasks in ubicomp environments S Sigg, S Haseloff, K David Pervasive Computing, IEEE, 2010 | 87 | 2010 |
| 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 | 76 | 2021 |
| 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 | 58 | 2017 |
| 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 | 55 | 2013 |
| 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 | 51 | 2011 |
| Development of a novel context prediction algorithm and analysis of context prediction schemes S Sigg kassel university press GmbH, 2008 | 49 | 2008 |
| 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 | 44* | 2019 |
| 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 | 44 | 2019 |
| Monitoring attention using ambient FM radio signals S Shi, S Sigg, W Zhao, Y Ji IEEE Pervasive Computing 13 (1), 30-36, 2014 | 43 | 2014 |
| Investigation of context prediction accuracy for different context abstraction levels S Sigg, D Gordon, G Von Zengen, M Beigl, S Haseloff, K David IEEE Transactions on Mobile Computing 11 (6), 1047-1059, 2012 | 43 | 2012 |
| 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 | 40 | 2018 |
| A cloud-IoT platform for passive radio sensing: Challenges and application case studies S Kianoush, M Raja, S Savazzi, S Sigg IEEE Internet of Things Journal 5 (5), 3624-3636, 2018 | 40 | 2018 |
Michael BeiglProfessor for Informatics, Karlsruhe Institute of Technology (KIT)Verified email at teco.edu
