MSc R Guendel
Microwave Sensing, Signals and Systems (MS3), Department of Microelectronics
PhD thesis (Nov 2023): Classification of Human Activities with Distributed Radar Systems
Promotor: Alexander Yarovoy, Francesco Fioranelli
Expertise: Monitoring of continuous human activities in range and time beyond micro-Doppler by using RF-sensing technology.
Biography
Ronny Gündel received his Diploma-Engineering (FH) (Dipl.-Ing. (FH)) degree at the University of Applied Sciences in Zwickau in January 2017. During his studies, he was employed for 2.5 years as a student researcher at the Fraunhofer Institute for Machine Tools and Forming Technology in Chemnitz (IWU). For the last quarter of employment, the Fraunhofer institute operated as the practical partner for the diploma-thesis. The thesis for a reliable image transmission for a multi-camera-system was selected as an outstanding thesis from the University. In 2017/18 he joined Villanova University (USA) as a Fulbright scholar for a graduate program in Electrical Engineering. Over summer 2018, he worked on wireless communications for vehicular connectivity as a visitor at the Vodafone Char Dresden under Prof. Gerhard Fettweis. In 2018/2019, the Center for Advanced Communications of Villanova University offered him a research assistantship under the guidance of Dr. Moeness G. Amin, working on radar classification of consecutive and contiguous human motions with an industry partner in Philadelphia. Besides the industrial work, he graduated with a Master of Science degree in Signal Processing and Communications in 2019. Ronny Gündel joined TU Delft in January 2020, in the MS3 (Microwave Sensing Signals & Systems) section led by Prof. Alexander Yarovoy within the Department of Microelectronics. Currently, he is working on monitoring of continuous human activities in range and time beyond micro-Doppler by using RF-sensing technology.
Distributed radar for human activity recognition
- Reconstruction of Extended Target Intensity Maps and Velocity Distribution for Human Activity Classification
Kruse, Nicolas C.; Guendel, Ronny G.; Fioranelli, Francesco; Yarovoy, Alexander;
IEEE Transactions on Radar Systems,
Volume 3, pp. 14-25, 2025. DOI: 10.1109/TRS.2024.3509775 - Multipath Exploitation for Human Activity Recognition using a Radar Network
Guendel, Ronny G.; Kruse, Nicolas C.; Fioranelli, Francesco; Yarovoy, Alexander;
IEEE Transactions on Geoscience and Remote Sensing,
pp. 1-1, 2024. DOI: 10.1109/TGRS.2024.3363631 - Classification Strategies for Radar-Based Continuous Human Activity Recognition with Multiple Inputs and Multi-Label Output
Ullmann, Ingrid; Guendel, Ronny G.; Kruse, Nicolas Christian; Fioranelli, Francesco; Yarovoy, Alexander;
IEEE Sensors Journal,
pp. 1-1, 2024. DOI: 10.1109/JSEN.2024.3429549 - Time-Frequency Resolution Analysis for Continuous Human Activity Recognition using Radar Networks
Guendel, Ronny G.; Fioranelli, Francesco; Yarovoy, Alexander;
In 2024 IEEE International Workshop on Antenna Technology (iWAT),
pp. 341-344, 2024. DOI: 10.1109/iWAT57102.2024.10535806 - Distributed Radar Fusion for Extended Target Location and Velocity Reconstruction
Kruse, Nicolas; Guendel, Ronny; Fioranelli, Francesco; Yarovoy, Alexander;
In 2024 IEEE Radar Conference (RadarConf24),
pp. 1-6, 2024. DOI: 10.1109/RadarConf2458775.2024.10548772 - A Survey on Radar-Based Continuous Human Activity Recognition
Ullmann, Ingrid; Guendel, Ronny G.; Kruse, Nicolas Christian; Fioranelli, Francesco; Yarovoy, Alexander;
IEEE Journal of Microwaves,
pp. 1-13, 2023. DOI: 10.1109/JMW.2023.3264494 - Point Transformer-Based Human Activity Recognition Using High-Dimensional Radar Point Clouds
Guo, Zhongyuan; Guendel, Ronny G.; Yarovoy, Alexander; Fioranelli, Francesco;
In 2023 IEEE Radar Conference (RadarConf23),
pp. 1-6, 2023. DOI: 10.1109/RadarConf2351548.2023.10149679 - Continuous People Crowd Monitoring defined as a Regression Problem using Radar Networks
Guendel, Ronny G.; Ullmann, Ingrid; Fioranelli, Francesco; Yarovoy, Alexander;
In 2023 20th European Radar Conference (EuRAD),
pp. 294-297, 2023. DOI: 10.23919/EuRAD58043.2023.10289622 - Radar-Based Continuous Human Activity Recognition with Multi-Label Classification
Ullmann, Ingrid; Guendel, Ronny G.; Kruse, Nicolas Christian; Fioranelli, Francesco; Yarovoy, Alexander;
In 2023 IEEE SENSORS,
pp. 1-4, 2023. DOI: 10.1109/SENSORS56945.2023.10324957 - Distributed radar fusion and recurrent networks for classification of continuous human activities
Guendel, Ronny G.; Fioranelli, Francesco; Yarovoy, Alexander;
IET Radar, Sonar and Navigation,
pp. 12, 2022. DOI: https://doi.org/10.1049/rsn2.12249
document - Continuous Human Activity Recognition With Distributed Radar Sensor Networks and CNN–RNN Architectures
Zhu, Simin; Guendel, Ronny Gerhard; Yarovoy, Alexander; Fioranelli, Francesco;
IEEE Transactions on Geoscience and Remote Sensing,
Volume 60, pp. 1-15, 2022. DOI: 10.1109/TGRS.2022.3189746 - Radar-based Human Activities Classification with Complex-valued Neural Networks
Yang, Ximei; Guendel, Ronny G.; Yarovoy, Alexander; Fioranelli, Francesco;
In 2022 IEEE Radar Conference (RadarConf22),
pp. 1-6, 2022. DOI: 10.1109/RadarConf2248738.2022.9763903 - Evaluation Metrics for Continuous Human Activity Classification Using Distributed Radar Networks
Guendel, Ronny G.; Fioranelli, Francesco; Yarovoy, Alexander;
In 2022 IEEE Radar Conference (RadarConf22),
pp. 1-6, 2022. DOI: 10.1109/RadarConf2248738.2022.9764181 - Distributed Radar-based Human Activity Recognition using Vision Transformer and CNNs
Yubin Zhao; Ronny Guendel; Olexander Yarovoy; Francesco Fioranelli;
In 2021 18th European Radar Conference (EuRAD),
pp. 301-304, 2022. DOI: 10.23919/EuRAD50154.2022.9784575 - Exploiting Radar Data Domains for Classification with Spatially Distributed Nodes
R. G. Guendel; N.C. Kruse; F. Fioranelli; A. Yarovoy;
In SET-312 Research Specialists' Meeting over Distributed Multi-Spectral/Statics Sensing,
2022. Conference date: 23-05-2022 Through 24-05-2022. - Continuous human activity recognition for arbitrary directions with distributed radars
Guendel, Ronny Gerhard; Unterhorst, Matteo; Gambi, Ennio; Fioranelli, Francesco; Yarovoy, Alexander;
In 2021 IEEE Radar Conference (RadarConf21),
pp. 1-6, 2021. DOI: 10.1109/RadarConf2147009.2021.9454972 - Radar classifications of consecutive and contiguous human gross-motor activities
Moeness G. Amin; Ronny G. Guendel;
IET Radar, Sonar Navigation,
Volume 14, Issue 9, pp. 1417-1429, 09 2020. DOI: 10.1049/iet-rsn.2019.0585 - Phase-based Classification for Arm Gesture and Gross-Motor Activities using Histogram of Oriented Gradients
R. G. Guendel; F. Fioranelli; A. Yarovoy;
IEEE Sensors Journal,
pp. 10, 12 2020. DOI: 10.1109/JSEN.2020.3044675 - Radar Human Motion Recognition Using Motion States and Two-Way Classifications
Moeness G. Amin; Ronny G. Guendel;
In 2020 IEEE International Radar Conference (RADAR),
pp. 1046-1051, 2020. DOI: 10.1109/RADAR42522.2020.9114613 - Derivative Target Line (DTL) for Continuous Human Activity Detection and Recognition
R. G. Guendel; F. Fioranelli; A. Yarovoy;
In 2020 IEEE Radar Conference (RadarConf20),
pp. 1-6, 2020. DOI: 10.1109/RadarConf2043947.2020.9266383 - Automatic Arm Motion Recognition Using Radar for Smart Home Technologies
Moeness G. Amin; Z. Zeng; T. Shan; Ronny G. Guendel;
In 2019 International Radar Conference (RADAR),
pp. 1-4, 2019. DOI: 10.1109/RADAR41533.2019.171318 - RF sensing for continuous monitoring of human activities for home consumer applications
Moeness G. Amin; Arun Ravisankar; Ronny G. Guendel;
In Fauzia Ahmad (Ed.), Big Data: Learning, Analytics, and Applications,
SPIE, International Society for Optics and Photonics, pp. 33 -- 44, 2019. DOI: 10.1117/12.2519984 - Radar Classification of Contiguous Activities of Daily Living
Ronny Gerhard Guendel;
MSc thesis, Villanova University, 2019.
BibTeX support
Last updated: 4 Jan 2024
Ronny Guendel
Alumnus- Left in 2024
- Google Scholar profile