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Scientific publications

  • Bukhari, Syed Muhammad Salman; Zafar, Muhammad Hamza; Houran, Mohamad Abou; Moosavi, Syed Kumayl Raza; Mansoor, Majad; Muaaz, Muhammad; Sanfilippo, Filippo (2024). Secure and privacy-preserving intrusion detection in wireless sensor networks: Federated learning with SCNN-Bi-LSTM for enhanced reliability. Ad hoc networks. ISSN: 1570-8705. 155doi:10.1016/j.adhoc.2024.103407.
  • Waqar, Sahil; Muaaz, Muhammad; Pätzold, Matthias Uwe (2023). Direction-Independent Human Activity Recognition Using a Distributed MIMO Radar System and Deep Learning. IEEE Sensors Journal. ISSN: 1530-437X. 23 (20). s 24916 - 24929. doi:10.1109/JSEN.2023.3310620.
  • Muaaz, Muhammad; Waqar, Sahil; Pätzold, Matthias Uwe (2023). Orientation-Independent Human Activity Recognition Using Complementary Radio Frequency Sensing. Sensors. ISSN: 1424-8220. 23 (13). doi:10.3390/s23135810.
  • Waqar, Sahil; Muaaz, Muhammad; Pätzold, Matthias Uwe (2022). Human activity signatures captured under different directions using SISO and MIMO radar systems. Applied Sciences. ISSN: 2076-3417. 12 (4). doi:10.3390/app12041825.
  • Muaaz, Muhammad; Waqar, Sahil; Pätzold, Matthias Uwe (2022). Radar-Based Passive Step Counter and Its Comparison with a Wrist-Worn Physical Activity Tracker. Intelligent Technologies and Applications: 4th International Conference, INTAP 2021, Grimstad, Norway, October 11–13, 2021, Revised Selected Papers. ISBN: 978-3-031-10524-1. Springer. chapter. s 259 - 272.
  • Avazov, Nurilla; Hicheri, Rym; Muaaz, Muhammad; Sanfilippo, Filippo; Pätzold, Matthias Uwe (2021). A Trajectory-Driven 3D Non-Stationary mm-Wave MIMO Channel Model for a Single Moving Point Scatterer. IEEE Access. ISSN: 2169-3536. 9s 115990 - 116001. doi:10.1109/ACCESS.2021.3105296.
  • Chelli, Ali; Muaaz, Muhammad; Abdelgawwad, Ahmed; Pätzold, Matthias Uwe (2021). Human activity recognition using Wi-Fi and machine learning. Innovative and Intelligent Technology-Based Services for Smart Environments – Smart Sensing and Artificial Intelligence. ISBN: 9781003181545. CRC Press. chapter. s 75 - 80.
  • Hicheri, Rym; Muaaz, Muhammad; Avazov, Nurilla; Pätzold, Matthias Uwe (2021). On the Estimation of the Radial Distance of a Moving Person in Indoor Environments from the Demodulated Response of LFMCW Radars. 2021 17th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob). ISBN: 978-1-6654-2854-5. IEEE conference proceedings. chapter.
  • Hicheri, Rym; Avazov, Nurilla; Muaaz, Muhammad; Pätzold, Matthias Uwe (2021). The Transfer Function of Non-Stationary Indoor Channels and its Relationship to System Functions of LFMCW Radars. 2021 IEEE 22nd International Workshop on Signal Processing Advances in Wireless Communications (SPAWC). ISBN: 978-1-6654-2851-4. IEEE conference proceedings. chapter.
  • Muaaz, Muhammad; Chelli, Ali; Pätzold, Matthias Uwe (2021). Wi-Fi-based human activity recognition using convolutional neural network. Innovative and Intelligent Technology-Based Services for Smart Environments – Smart Sensing and Artificial Intelligence. ISBN: 9781003181545. CRC Press. chapter.
  • Muaaz, Muhammad; Chelli, Ali; Gerdes, Martin; Pätzold, Matthias Uwe (2021). Wi-Sense: a passive human activity recognition system using Wi-Fi and convolutional neural network and its integration in health information systems. Annales des télécommunications. ISSN: 0003-4347. doi:10.1007/s12243-021-00865-9.
  • Chelli, Ali; Muaaz, Muhammad; Pätzold, Matthias Uwe (2020). ActRec: A Wi-Fi-based human activity recognition system. 2020 IEEE International Conference on Communications Workshops (ICC Workshops). ISBN: 978-1-7281-7440-2. IEEE. chapter.
  • Muaaz, Muhammad; Chelli, Ali; Pätzold, Matthias Uwe (2020). WiHAR: From Wi-Fi Channel State Information to Unobtrusive Human Activity Recognition. IEEE Vehicular Technology Conference (VTC). ISSN: 1090-3038. doi:10.1109/VTC2020-Spring48590.2020.9128418.
  • Muaaz, Muhammad; Chelli, Ali; Abdelgawwad, Ahmed; Catala Mallofré, Andreu; Pätzold, Matthias Uwe (2020). WiWeHAR: Multimodal Human Activity Recognition Using Wi-Fi and Wearable Sensing Modalities. IEEE Access. ISSN: 2169-3536. 8doi:10.1109/ACCESS.2020.3022287.
  • Hintze, Daniel; Füller, Matthias; Scholz, Sebastian; Findling, Rainhard D.; Muaaz, Muhammad; Kapfer, Philipp; Koch, Eckhard; Mayrhofer, René (2019). CORMORANT: Ubiquitous Risk-Aware Multi-Modal Biometric Authentication across Mobile Devices. PACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. ISSN: 2474-9567. doi:10.1145/3351243.
  • Muaaz, Muhammad; Abdelgawwad, Ahmed; Pätzold, Matthias Uwe (2019). The Influence of Human Walking Activities on the Doppler Characteristics of Non-stationary Indoor Channel Models. Advances in Computational Intelligence, 15th Int. Work-Conference on Artificial Neural Networks, IWANN 2019, Part I. ISBN: 978-3-030-20520-1. Springer. chapter. s 297 - 309.
  • Muaaz, Muhammad; Waqar, Sahil; Pätzold, Matthias Uwe (2021). Radar-based passive step counter and its comparison with a wrist-worn physical activity tracker.

Research groups

Last changed: 4.10.2022 11:10