Microwave Sensing, Signals and Systems
Department of Microelectronics

Ronny Guendel

Publications

  1. 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

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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.

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. Radar Classification of Contiguous Activities of Daily Living
    Ronny Gerhard Guendel;
    MSc thesis, Villanova University, 2019.

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