Bi-LSTM network for multimodal continuous human activity recognition and fall detection H Li, A Shrestha, H Heidari, J Le Kernec, F Fioranelli IEEE Sensors Journal 20 (3), 1191-1201, 2019 | 252 | 2019 |
Continuous human activity classification from FMCW radar with Bi-LSTM networks A Shrestha, H Li, J Le Kernec, F Fioranelli IEEE Sensors Journal 20 (22), 13607-13619, 2020 | 213 | 2020 |
Continuous human motion recognition with a dynamic range-Doppler trajectory method based on FMCW radar C Ding, H Hong, Y Zou, H Chu, X Zhu, F Fioranelli, J Le Kernec, C Li IEEE Transactions on Geoscience and Remote Sensing 57 (9), 6821-6831, 2019 | 162 | 2019 |
Radar signal processing for sensing in assisted living: The challenges associated with real-time implementation of emerging algorithms J Le Kernec, F Fioranelli, C Ding, H Zhao, L Sun, H Hong, J Lorandel, ... IEEE Signal Processing Magazine 36 (4), 29-41, 2019 | 156 | 2019 |
Radar sensing for healthcare: Associate editor francesco fioranelli on the applications of radar in monitoring vital signs and recognising human activity patterns DF Fioranelli, DSA Shah, H Li1, A Shrestha, DS Yang, DJL Kernec Electronics Letters 55 (19), 1022-1024, 2019 | 109 | 2019 |
Multisensor data fusion for human activities classification and fall detection H Li, A Shrestha, F Fioranelli, J Le Kernec, H Heidari, M Pepa, E Cippitelli, ... 2017 IEEE sensors, 1-3, 2017 | 97 | 2017 |
Radar for health care: Recognizing human activities and monitoring vital signs F Fioranelli, J Le Kernec, SA Shah IEEE Potentials 38 (4), 16-23, 2019 | 94 | 2019 |
Human activity classification with radar: Optimization and noise robustness with iterative convolutional neural networks followed with random forests Y Lin, J Le Kernec, S Yang, F Fioranelli, O Romain, Z Zhao IEEE Sensors Journal 18 (23), 9669-9681, 2018 | 94 | 2018 |
Sequential human gait classification with distributed radar sensor fusion H Li, A Mehul, J Le Kernec, SZ Gurbuz, F Fioranelli IEEE Sensors Journal 21 (6), 7590-7603, 2020 | 74 | 2020 |
A multisensory approach for remote health monitoring of older people H Li, A Shrestha, H Heidari, J Le Kernec, F Fioranelli IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology …, 2018 | 71 | 2018 |
Radar high resolution range & micro-Doppler analysis of human motions L Vignaud, A Ghaleb, J Le Kernec, JM Nicolas 2009 International Radar Conference" Surveillance for a Safer World"(RADAR …, 2009 | 62 | 2009 |
Radar signatures of human activities F Fioranelli, SA Shah, H Li, A Shrestha, S Yang, J Le Kernec University of Glasgow, 2019 | 51 | 2019 |
Machine learning in vehicular networking: An overview K Tan, D Bremner, J Le Kernec, L Zhang, M Imran Digital Communications and Networks 8 (1), 18-24, 2022 | 50 | 2022 |
Federated machine learning in vehicular networks: A summary of recent applications K Tan, D Bremner, J Le Kernec, M Imran 2020 international conference on UK-China emerging technologies (UCET), 1-4, 2020 | 49 | 2020 |
Magnetic and radar sensing for multimodal remote health monitoring H Li, A Shrestha, H Heidari, J Le Kernec, F Fioranelli IEEE Sensors Journal 19 (20), 8979-8989, 2018 | 48 | 2018 |
A review of ground‐based radar as a noncontact sensor for structural health monitoring of in‐field wind turbines blades FX Ochieng, CM Hancock, GW Roberts, J Le Kernec Wind Energy 21 (12), 1435-1449, 2018 | 41 | 2018 |
Feature diversity for fall detection and human indoor activities classification using radar systems A Shrestha, J Le Kernec, F Fioranelli, E Cippitelli, E Gambi, S Spinsante IET Digital Library, 2017 | 41 | 2017 |
A secure occupational therapy framework for monitoring cancer patients’ quality of life M Abdur Rahman, MM Rashid, J Le Kernec, B Philippe, SJ Barnes, ... Sensors 19 (23), 5258, 2019 | 36 | 2019 |
Animal lameness detection with radar sensing A Shrestha, C Loukas, J Le Kernec, F Fioranelli, V Busin, N Jonsson, ... IEEE Geoscience and Remote Sensing Letters 15 (8), 1189-1193, 2018 | 36 | 2018 |
Performance analysis of classification algorithms for activity recognition using micro-Doppler feature Y Lin, J Le Kernec 2017 13th International Conference on Computational Intelligence and …, 2017 | 36 | 2017 |