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Julien Le Kernec
Julien Le Kernec
Senior Lecturer, University of Glasgow
Verified email at glasgow.ac.uk - Homepage
Title
Cited by
Cited by
Year
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
2042019
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
1662020
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
1402019
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
1372019
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
882017
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
862019
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
802018
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
792019
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
642018
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
572020
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
572009
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
462018
Radar signatures of human activities
F Fioranelli, SA Shah, H Li, A Shrestha, S Yang, J Le Kernec
University of Glasgow, 2019
392019
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
382020
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
372017
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
332018
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
322019
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
312022
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
302018
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
302017
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