Continuous human activity recognition with distributed radar sensor networks and CNN–RNN architectures S Zhu, RG Guendel, A Yarovoy, F Fioranelli IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2022 | 62 | 2022 |
A Survey on Radar-Based Continuous Human Activity Recognition I Ullmann, RG Guendel, NC Kruse, F Fioranelli, A Yarovoy IEEE Journal of Microwaves, 13, 2023 | 38 | 2023 |
Continuous human activity recognition for arbitrary directions with distributed radars RG Guendel, M Unterhorst, E Gambi, F Fioranelli, A Yarovoy 2021 IEEE Radar Conference (RadarConf21), 1-6, 2021 | 30 | 2021 |
Radar human motion recognition using motion states and two-way classifications MG Amin, RG Guendel 2020 IEEE International Radar Conference (RADAR), 1046-1051, 2020 | 25 | 2020 |
Dataset of continuous human activities performed in arbitrary directions collected with a distributed radar network of five nodes RG Guendel, M Unterhorst, F Fioranelli, A Yarovoy 4TU. ResearchData 10 (16691500), v3, 2021 | 24 | 2021 |
Distributed radar fusion and recurrent networks for classification of continuous human activities RG Guendel, F Fioranelli, A Yarovoy IET Radar, Sonar & Navigation 16 (7), 1144-1161, 2022 | 20 | 2022 |
Phase-based classification for arm gesture and gross-motor activities using histogram of oriented gradients RG Guendel, F Fioranelli, A Yarovoy IEEE Sensors Journal 21 (6), 7918-7927, 2020 | 18 | 2020 |
Radar classifications of consecutive and contiguous human gross‐motor activities MG Amin, RG Guendel IET Radar, Sonar & Navigation 14 (9), 1417-1429, 2020 | 18 | 2020 |
Distributed radar-based human activity recognition using vision transformer and CNNs Y Zhao, RG Guendel, A Yarovoy, F Fioranelli 2021 18th European Radar Conference (EuRAD), 301-304, 2022 | 17 | 2022 |
RF sensing for continuous monitoring of human activities for home consumer applications MG Amin, A Ravisankar, RG Guendel Big Data: Learning, Analytics, and Applications 10989, 33-44, 2019 | 15 | 2019 |
Radar-based human activities classification with complex-valued neural networks X Yang, RG Guendel, A Yarovoy, F Fioranelli 2022 IEEE Radar Conference (RadarConf22), 1-6, 2022 | 12 | 2022 |
Radar classification of contiguous activities of daily living RG Guendel Villanova University, 2019 | 9 | 2019 |
Derivative target line (DTL) for continuous human activity detection and recognition RG Guendel, F Fioranelli, A Yarovoy 2020 IEEE Radar Conference (RadarConf20), 1-6, 2020 | 8 | 2020 |
Automatic arm motion recognition using radar for smart home technologies MG Amin, Z Zeng, T Shan, RG Guendel 2019 International Radar Conference (RADAR), 1-4, 2019 | 8 | 2019 |
Point transformer-based human activity recognition using high-dimensional radar point clouds Z Guo, RG Guendel, A Yarovoy, F Fioranelli 2023 IEEE Radar Conference (RadarConf23), 1-6, 2023 | 7 | 2023 |
Segmentation of micro-Doppler signatures of human sequential activities using renyi entropy N Kruse, R Guendel, F Fioranelli, A Yarovoy IET Digital Library, 2022 | 7 | 2022 |
Evaluation metrics for continuous human activity classification using distributed radar networks RG Guendel, F Fioranelli, A Yarovoy 2022 IEEE Radar Conference (RadarConf22), 1-6, 2022 | 5 | 2022 |
Multipath Exploitation for Human Activity Recognition using a Radar Network RG Guendel, NC Kruse, F Fioranelli, A Yarovoy IEEE Transactions on Geoscience and Remote Sensing, 2024 | 3 | 2024 |
Radar-Based Continuous Human Activity Recognition with Multi-Label Classification I Ullmann, RG Guendel, NC Kruse, F Fioranelli, A Yarovoy 2023 IEEE SENSORS, 1-4, 2023 | 3 | 2023 |
Radar sensing in healthcare: Challenges and achievements in human activity classification & vital signs monitoring F Fioranelli, RG Guendel, NC Kruse, A Yarovoy International Work-Conference on Bioinformatics and Biomedical Engineering …, 2023 | 2 | 2023 |