Dr Julien Le Kernec

Senior Lecturer (Autonomous Systems & Connectivity)

telephone: +44 (0) 141 330 4108
email: Julien.LeKernec@glasgow.ac.uk

University of Glasgow, University Avenue, James Watt Building South, School of Engineering, Glasgow, G12 8QQ

Import to contacts

https://orcid.org/0000-0003-2124-6803

Biography

Julien Le Kernec

IEEE (SM'17,M'12,S'04) IET (M'12,C.Eng'16) HEA (Associate Fellow'14), Qualified PR CNU 61, FRET, FEAI

orcid.org/0000-0003-2124-6803

Julien Le Kernec received his B.Eng. and M.Eng. degrees in electronic engineering from the Cork Institute of Technology, Ireland, respectively, in 2004 and 2006, respectively, and his Ph.D. degree in electronic engineering from the University Pierre and Marie Curie, France, in 2011, and his "Habilitation a Diriger des Recherches" from University Cergy-Pontoise, France, in 2022. He held a product manager position with the Kuang-Chi Institute of Advanced Technology, Shenzhen, China, from 2011 to 2012. He was a Lecturer at the Department of Electrical and Electronic Engineering, The University of Nottingham Ningbo China, from 2012 to 2016. He is currently a Senior Lecturer with the School of Engineering in the Autonomous Systems & Connectivity Group, University of Glasgow. He is also an adjunct associate professor at the University Cergy-Pontoise in France in the ETIS (Information and Signal Processing group). His research interests include radar system design, software-defined radio/radar, signal processing, and health applications.

Research interests

Smart radar systems

With the growing overcrowding of the spectrum, new threats (e.g. UAVs near airports), the need for spectrum reuse, and the emergence in 6G of radio and sensing capabilities, there is a need to develop novel radar systems that can evolve in that environment and communicate amongst themselves. This starts with developing the radar spectrum sensing and actively communicating with neighboring radars or communication nodes to collaborate and fuse information. These functions have to be executed alongside radar functions and switch from one mode to another or combine several modes via resource management. Having a software-defined radar platform to do this would mean that the radar could dynamically change its operating mode to fit the task at hand by acting via software on both hardware and processing configurations.

Radar in Assisted Living

With a growing elderly population worldwide, new paradigms of care are necessary to keep people living at home longer. In assisted living, radar systems are increasingly being employed in healthcare applications for human activity recognition and vital signs due to their advantages in terms of privacy, contactless sensing, and insensitivity to lighting conditions. Proposed classification algorithms are often complex, which necessitates significant computational resources. A multitude of radar data representations, radar systems (geometry, MIMO, …), and machine learning can be used to achieve these tasks. It is important to bring domain knowledge from radar, kinematics, and medical point of view to maximise the performance and the relevance of the system to meet the needs of the end user.

Radar in Animal Welfare

Lameness is among horses and farm animals in the top three welfare issues. Lameness problems are usually located on the animals' hooves, and they cause various issues, from gait change to impaired fertility, sub-optimum carcass, and milk reduction which impact revenue for the farmer and the welfare of the animal. Several methods have been proposed but all present drawbacks regarding accuracy, reliability, equipment cost, and rapidity. Radar systems can be used to detect gait abnormalities in horses and farm animals as well as their vital signs.

Publications

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Jump to: 2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2005

Number of items: 133.

2024

Jabbar, A., Alsyed, M., Kazim, J. U. R. , Pang, Z., Le Kernec, J. , Imran, M. A. , Abbasi, Q. H. and Ur Rehman, M. (2024) 60 GHz Programmable Dynamic Metasurface Antenna (DMA) for next-generation communication, sensing, and imaging applications: from concept to prototype. IEEE Open Journal of Antennas and Propagation, (Accepted for Publication)

Elsayed, M., Ghadban, N., Abbasi, Q. H. and Le Kernec, J. (2024) Case Study of Radar-Based Vital Signs Monitoring and the Effect of Target Aspect Angle. In: 2024 IEEE International Symposium on Antennas and Propagation and ITNC-USNC-URSI Radio Science Meeting, Florence, Italy, 14-19 July 2024, (Accepted for Publication)

Elsayed, M., Kaur, J. , Kazim, J. , Abbas, H. T. , Imran, M. A. , Abbasi, Q. H. and Le Kernec, J. (2024) Design and Implementation of 3-6 GHz 4-Channel Beam Steering Circuit with 6-bit Digital Phase Shifters. In: 2024 IEEE International Symposium on Antennas and Propagation and ITNC-USNC-URSI Radio Science Meeting, Florence, Italy, 14-19 July 2024, (Accepted for Publication)

Kaur, J. , Elsayed, M., Kazim, J. , Le Kernec, J. , Imran, M. , Abbasi, Q. H. and Abbas, H. T. (2024) Design and Implementation of a Phased Array System for Indoor Applications. In: 2024 IEEE International Symposium on Antennas and Propagation and ITNC-USNC-URSI Radio Science Meeting, Florence, Italy, 14-19 July 2024, (Accepted for Publication)

Gray, D. and Le Kernec, J. (2024) Development of an ISO8729 Compliant Passive RCS Enhancer, Part 2. In: IEICE Technical Committee on Antennas and Propagation (AP), Fukui, Japan, 14-15 Mar 2024, pp. 115-120.

Ali, Z., Elsayed, M., Tiwari, G., Ahmad, M., Le Kernec, J. , Heidari, H. and Gupta, S. (2024) Impact of receiver thermal noise and PLL RMS jitter in radar measurements. IEEE Transactions on Instrumentation and Measurement, 73, 2002710. (doi: 10.1109/TIM.2024.3370745)

Gray, D. and Le Kernec, J. (2024) Development of an ISO8729 Compliant Passive RCS Enhancer, Part 1. In: IEICE Technical Committee on Antennas and Propagation (AP), Ise, Japan, 15-16 Feb 2024, pp. 66-71.

Yu, R., Du, Y., Li, J., Napolitano, A. and Le Kernec, J. (2024) Radar-based human activity recognition using denoising techniques to enhance classification accuracy. IET Radar, Sonar and Navigation, 18(2), pp. 277-293. (doi: 10.1049/rsn2.12501)

Zhou, J. and Le Kernec, J. (2024) 4D radar simulator for human activity recognition. IET Radar, Sonar and Navigation, 18(2), pp. 239-255. (doi: 10.1049/rsn2.12468)

2023

Linardopoulou, K. , Viora, L. , Le Kernec, J. and Jonsson, N. (2023) Addressing Purpose and Subjective Data Labelling Challenges in Automated Lameness Detection for Cattle with Machine Learning and Micro-Doppler Radar. Hannah Dairy Research Foundation (HDRF) Conference 2023: Next Generation Quality Dairying, Edinburgh, UK, 20-21 Nov 2023.

Gray, D. and Le Kernec, J. (2023) Scan Performance of Small Boat RCS Enhancers. In: IET International Radar Conference 2023 (IET IRC 2023), Chongqing, China, 3-5 December 2023, (Accepted for Publication)

Gray, D. and Le Kernec, J. (2023) Passive RCS Enhancer Field of View Study. In: IEICE Technical Committee on Antennas and Propagation (AP), Kochi, Japan, 28-29 Sep 2023, pp. 36-41.

Li, Z., Liu, Y. , Liu, B. , Le Kernec, J. and Yang, S. (2023) A holistic human activity recognition optimisation using AI techniques. IET Radar, Sonar and Navigation, (doi: 10.1049/rsn2.12474) (Early Online Publication)

Le Kernec, J. and Yu, R. (2023) Elderly Care: Human Activity Recognition Using Radar Pre-processing Techniques to Enhance Classification Accuracy with Cyclostationarity. Fourth Future Electromagnetic Environment Symposium (OFEME 2023), Nottingham, UK, 20-21 Nov 2023. (Accepted for Publication)

Gray, D. and Le Kernec, J. (2023) Effect of Faceting On Medium Gain Homogeneous Spherical Lens. In: IEICE Technical Committee on Antennas and Propagation (AP), Tokyo, Japan, 31 Aug - 01 Sep 2023, pp. 61-66.

Linardopoulou, K. , Viora, L. , Fioranelli, F. , Le Kernec, J. , Abbasi, Q. , King, G. and Jonsson, N. (2023) Time-series Observations of Cattle Mobility: Accurate Label Assignment from Multiple Assessors, and Association with Lesions Detected in the Feet. 31st World Buiatrics Congress, Madrid, Spain, 04-08 Sep 2022.

Gray, D. and Le Kernec, J. (2023) Qualification of Ripple in Medium Gain Horns. In: IEICE Technical Committee on Antennas and Propagation (AP), Hokkaido, Japan, 12-14 Jul 2023, pp. 145-150.

Le Kernec, J. (2023) Radar-based human activity acquisition, classification and recognition towards elderly fall prediction. In: 26th Euromicro Conference Series on Digital System Design (Euromicro DSD2023), Durres, Albania, 6-8 Sept 2023, (Accepted for Publication)

Ojaroudi Parchin, N., Elsayed, M. H. A., Amar, A. S.I. and Le Kernec, J. (2023) Dual-Polarized Microstrip-Fed Slot Antenna Design with Dual-Notch Filtering for Ultra-Wideband Communications. In: 2023 IEEE Radar Conference (RadarConf 2023), San Antonio, TX, USA, 1-5 May 2023, pp. 1-4. ISBN 9781665436694 (doi: 10.1109/RadarConf2351548.2023.10149617)

CY Cergy Paris Université (2023) Method and Device for Human Activity Classification Using Radar Micro Doppler and Phase. .

Gray, D., Mousavi, P. and Le Kernec, J. (2023) Re-Examination of Watson’s Microwave Yagi Aerial. In: IEICE Technical Committee on Antennas and Propagation (AP), Suita, Japan, 14 Apr 2023, pp. 16-21.

Yang, S. et al. (2023) The Human Activity Radar Challenge: benchmarking based on the ’Radar signatures of human activities’ dataset from Glasgow University. IEEE Journal of Biomedical and Health Informatics, 27(4), pp. 1813-1824. (doi: 10.1109/JBHI.2023.3240895)

Li, Z., Le Kernec, J. , Abbasi, Q. , Fioranelli, F. , Yang, S. and Romain, O. (2023) Radar-based human activity recognition with adaptive thresholding towards resource constrained platforms. Scientific Reports, 13, 3473. (doi: 10.1038/s41598-023-30631-x)

Du, Y., Li, J., Li, Z., Yu, R., Napolitano, A., Fioranelli, F. and Le Kernec, J. (2023) Radar-based Human Activity Classification with Cyclostationarity. In: 2021 CIE International Conference on Radar (CIE Radar 2021), Haikou, Hainan, China, 15 - 19 December 2021, ISBN 9781665468893 (doi: 10.1109/Radar53847.2021.10027946)

Li, Z., Fioranelli, F. , Yang, S. , Le Kernec, J. , Abbasi, Q. and Romain, O. (2023) Human Activity Classification with Adaptive Thresholding using Radar Micro-Doppler. In: 2021 CIE International Conference on Radar (CIE Radar 2021), Haikou, Hainan, China, 15 - 19 December 2021, ISBN 9781665468893 (doi: 10.1109/Radar53847.2021.10028630)

Akaydin, A., Onireti, O. , Ahmad, W. and Le Kernec, J. (2023) Radar-based Indoor Navigation System for Visually Impaired. In: International Conference on Radar Systems (RADAR 2022), Edinburgh, UK, 24 - 27 October 2022, ISBN 9781839537776 (doi: 10.1049/icp.2022.2355)

Barbary, M., Hamed, M. and Le Kernec, J. (2023) Skewness Multi-Bernoulli-TBD Filter for Tracking Multiple Maneuvering Extended Objects from ISAR Images. In: International Conference on Radar Systems (RADAR 2022), Edinburgh, UK, 24 - 27 October 2022, ISBN 9781839537776 (doi: 10.1049/icp.2022.2313)

Gray, D., Thornton, J. and Le Kernec, J. (2023) Small Boat Retro-reflectors. In: International Conference on Radar Systems (RADAR 2022), Edinburgh, UK, 24 - 27 October 2022, ISBN 9781839537776 (doi: 10.1049/icp.2022.2331)

Sun, W., Zhang, Y., Le Kernec, J. and Imran, M. A. (2023) A Fast Failure Diagnosis Method Based on Structure Features of Planar Arrays. In: International Conference on Radar Systems (RADAR 2022), Edinburgh, UK, 24 - 27 October 2022, ISBN 9781839537776 (doi: 10.1049/icp.2022.2334)

Yu, Z., Zahid, A., Taha, A. , Taylor, W. , Le Kernec, J. , Heidari, H. , Imran, M. A. and Abbasi, Q. H. (2023) An intelligent implementation of multi-sensing data fusion with neuromorphic computing for human activity recognition. IEEE Internet of Things Journal, 10(2), pp. 1124-1133. (doi: 10.1109/JIOT.2022.3204581)

Gray, D., Le Kernec, J. and Kontis, K. (2023) Integrated Transition with Dielectric Rod for Vacuum Chamber. In: IEICE Technical Committee on Antennas and Propagation (AP), Hiroshima, Japan, 19-20 Jan 2023, pp. 12-17.

2022

Tan, K. , Bremner, D. , Le Kernec, J. , Sambo, Y. , Zhang, L. and Imran, M. A. (2022) Graph neural network-based cell switching for energy optimization in ultra-dense heterogeneous networks. Scientific Reports, 12, (doi: 10.1038/s41598-022-25800-3) (PMID:36517543) (PMCID:PMC9751127)

Yang, F., Guo, J., Zhu, R., Le Kernec, J. , Liu, Q. and Zeng, T. (2022) Ground clutter mitigation for slow-time MIMO radar using independent component analysis. Remote Sensing, 14(23), 6098. (doi: 10.3390/rs14236098)

Gray, D., Thornton, J. and Le Kernec, J. (2022) Double Convex Lens for Marine Retro-Reflector Application. In: IEICE Technical Committee on Antennas and Propagation (AP), Matsuyama, Japan, 14-16 Sep 2022, pp. 5-10.

Gray, D., Kontis, K. and Le Kernec, J. (2022) Propagation Effects of Temperature Variations of Moon Regolith. In: IEICE Technical Committee on Antennas and Propagation (AP), Tochigi, Japan, 19 Aug 2024, pp. 29-34.

Bordat, A., Dobias, P., Le Kernec, J. , Guyard, D. and Romain, O. (2022) Towards Real-Time Implementation for the Pre-Processing of Radar-Based Human Activity Recognition. In: 2022 IEEE 31st International Symposium on Industrial Electronics (ISIE), Anchorage, AK, USA, 01-03 Jun 2022, pp. 635-638. ISBN 9781665482400 (doi: 10.1109/ISIE51582.2022.9831677)

Tan, K. , Bremner, D. , Le Kernec, J. , Sambo, Y. , Zhang, L. and Imran, M. A. (2022) Intelligent handover algorithm for vehicle-to-network communications with double-deep Q-learning. IEEE Transactions on Vehicular Technology, 71(7), pp. 7848-7862. (doi: 10.1109/TVT.2022.3169804)

Le Kernec, J. , Fioranelli, F. , Romain, O. and Bordat, A. (2022) Fusion of Radar Data Domains for Human Activity Recognition in Assisted Living. In: 14th International conference on Sensing Technology, Chennai, India, 17-19 Jan 2022, pp. 87-100. ISBN 9783030988852 (doi: 10.1007/978-3-030-98886-9_7)

Gray, D., Thornton, J. and Le Kernec, J. (2022) Homogeneous Spherical Lens for Marine Retro-reflector Application, Part 3. In: IEICE Technical Committee on Antennas and Propagation (AP), Kobe, Japan, 19-20 May 2022, pp. 57-62.

Shah, S. A., Tahir, A., Le Kernec, J. , Zoha, A. and Fioranelli, F. (2022) Data portability for activities of daily living and fall detection in different environments using radar micro-doppler. Neural Computing and Applications, 34(10), pp. 7933-7953. (doi: 10.1007/s00521-022-06886-2)

Tan, K. , Bremner, D. , Le Kernec, J. , Zhang, L. and Imran, M. (2022) Machine learning in vehicular networking: an overview. Digital Communications and Networks, 8(1), pp. 18-24. (doi: 10.1016/j.dcan.2021.10.007)

Taylor, W., Shah, S. A. , Dashtipour, K., Le Kernec, J. , Abbasi, Q. H. , Assaleh, K., Arshad, K. and Imran, M. A. (2022) Wireless Sensing for Human Activity Recognition using USRP. In: 16th EAI International Conference on Body Area Networks (EAI BODYNETS 2021), Glasgow, UK, 25-26 Oct 2021, pp. 52-62. ISBN 9783030955922 (doi: 10.1007/978-3-030-95593-9_5)

Yang, K., Abbasi, Q. H. , Fioranelli, F. , Romain, O. and Le Kernec, J. (2022) Bespoke Simulator for Human Activity Classification with Bistatic Radar. In: 16th EAI International Conference on Body Area Networks (EAI BODYNETS 2021), Glasgow, UK, 25-26 Oct 2021, pp. 71-85. ISBN 9783030955922 (doi: 10.1007/978-3-030-95593-9_7)

Zhang, X., Abbasi, Q. H. , Fioranelli, F. , Romain, O. and Le Kernec, J. (2022) Elderly Care - Human Activity Recognition Using Radar with an Open Dataset and Hybrid Maps. In: 16th EAI International Conference on Body Area Networks (EAI BODYNETS 2021), Glasgow, UK, 25-26 Oct 2021, pp. 39-51. ISBN 9783030955922 (doi: 10.1007/978-3-030-95593-9_4)

Du, Y., Li, B., Li, J., Fioranelli, F. and Le Kernec, J. (2022) A ViT Approach for Short-range Behaviour Recognition Using Radar Signals. 2022 IEEE Radar Conference (RadarConf22), New York, NY, USA, 21-25 Mar 2022. (Accepted for Publication)

2021

Fioranelli, F. and Le Kernec, J. (2021) Radar Sensing for Human Healthcare: Challenges and Results. In: IEEE Sensors 2021, Sydney, Australia, 31 Oct - 04 Nov 2021, ISBN 9781728195018 (doi: 10.1109/SENSORS47087.2021.9639702)

Fioranelli, F. and Le Kernec, J. (2021) Advanced classification techniques for drone payloads. In: Clemente, C., Fioranelli, F., Colone, F. and Li, G. (eds.) Radar Countermeasures for Unmanned Aerial Vehicles. The Institution of Engineering and Technology. ISBN 9781839531903

Guo, J., Shu, C., Zhou, Y., Wang, K., Fioranelli, F. , Romain, O. and Le Kernec, J. (2021) Complex Field-based Fusion Network for Human Activities Classification With Radar. In: IET International Radar Conference 2020, Chongqing City, China, 4-6 Nov 2020, pp. 68-73. ISBN 9781839535406 (doi: 10.1049/icp.2021.0572)

Jiang, H., Fioranelli, F. , Yang, S. , Romain, O. and Le Kernec, J. (2021) Human Activity Classification Using Radar Signal and RNN Networks. In: IET International Radar Conference 2020, Chongqing City, China, 4-6 Nov 2020, pp. 1595-1599. ISBN 9781839535406 (doi: 10.1049/icp.2021.0556)

Li, X., Fioranelli, F. , Yang, S. , Romain, O. and Le Kernec, J. (2021) Radar-Based Hierarchical Human Activity Classification. In: IET International Radar Conference 2020, Chongqing City, China, 4-6 Nov 2020, pp. 1373-1379. ISBN 9781839535406 (doi: 10.1049/icp.2021.0566)

Li, Z., Fioranelli, F. , Yang, S. , Zhang, L. , Romain, O., He, Q., Cui, G. and Le Kernec, J. (2021) Multi-domains based Human Activity Classification in Radar. In: IET International Radar Conference 2020, Chongqing City, China, 4-6 Nov 2020, pp. 1744-1749. ISBN 9781839535406 (doi: 10.1049/icp.2021.0557)

Yang, F., Le Kernec, J. , Fioranelli, F. and Liu, Q. (2021) Shape Feature Aided Target Detection Method for Micro-drone Surveillance Radar. In: IET International Radar Conference 2020, Chongqing City, China, 4-6 Nov 2020, pp. 390-395. ISBN 9781839535406 (doi: 10.1049/icp.2021.0839)

Yang, F., Xu, F., Fioranelli, F. , Le Kernec, J. , Chang, S. and Long, T. (2021) Practical investigation of a MIMO radar system capabilities for small drones detection. IET Radar, Sonar and Navigation, 15(7), pp. 760-774. (doi: 10.1049/rsn2.12082)

Zhou, B., Le Kernec, J. , Yang, S. , Fioranelli, F. , Romain, O. and Zhao, Z. (2021) Interferometric Radar for Activity Recognition and Benchmarking in Different Radar Geometries. In: IET International Radar Conference 2020, Chongqing City, China, 4-6 Nov 2020, pp. 1515-1520. ISBN 9781839535406 (doi: 10.1049/icp.2021.0571)

Centre National de la Recherche Scientifique (2021) Dispositif de caracterisation de l'actimetrie d'un sujet en temps reel = Device for Characterizing the Actimetry of a Subject in Real Time. .

Zhou, B., Lin, Y., Le Kernec, J. , Yang, S. , Fioranelli, F. , Romain, O. and Zhao, Z. (2021) Simulation framework for activity recognition and benchmarking in different radar geometries. IET Radar, Sonar and Navigation, 15(4), pp. 390-401. (doi: 10.1049/rsn2.12049)

Li, H., Le Kernec, J. , Gurbuz, S. Z. and Fioranelli, F. (2021) Sequential human gait classification with distributed radar sensor fusion. IEEE Sensors Journal, 21(6), pp. 7590-7603. (doi: 10.1109/JSEN.2020.3046991)

Iloga, S., Bordat, A., Le Kernec, J. and Romain, O. (2021) Human Activity Recognition based on acceleration data from smartphones using HMMs. IEEE Access, 9, pp. 139336-139351. (doi: 10.1109/ACCESS.2021.3117336)

Li, Z., Le Kernec, J. , Fioranelli, F. , Romain, O., Zhang, L. and Yang, S. (2021) A LSTM Approach to Short-Range Personnel Recognition Using Radar Signals. In: 2021 IEEE Radar Conference (RadarConf21), Atlanta, GA, USA, 7-14 May 2021, ISBN 9781728176093 (doi: 10.1109/RadarConf2147009.2021.9455218)

2020

Bennett, C., Jahangir, M., Fioranelli, F. , Ahmad, B. I. and Le Kernec, J. (2020) Use of Symmetrical Peak Extraction in Drone Micro-Doppler Classification for Staring Radar. In: 2020 IEEE Radar Conference (RadarConf20), Florence, Italy, 21-25 Sep 2020, ISBN 9781728189420 (doi: 10.1109/RadarConf2043947.2020.9266702)

Li, H., Le Kernec, J. , Mehul, A., Gurbuz, S. Z. and Fioranelli, F. (2020) Distributed Radar Information Fusion for Gait Recognition and Fall Detection. In: 2020 IEEE Radar Conference (RadarConf20), Florence, Italy, 21-25 Sep 2020, ISBN 9781728189420 (doi: 10.1109/RadarConf2043947.2020.9266319)

Fioranelli, F. and Le Kernec, J. (2020) Contactless radar and RF health monitoring. In: Imran, M. A., Ghannam, R. and Abbasi, Q. H. (eds.) Engineering and Technology for Healthcare. Wiley-IEEE: Hoboken, NJ, pp. 29-59. ISBN 9781119644248 (doi: 10.1002/9781119644316.ch2)

Shrestha, A., Li, H., Le Kernec, J. and Fioranelli, F. (2020) Continuous human activity classification from FMCW radar with Bi-LSTM networks. IEEE Sensors Journal, 20(22), pp. 13607-13619. (doi: 10.1109/JSEN.2020.3006386)

Jia, M., Li, S., Le Kernec, J. , Yang, S. , Fioranelli, F. and Romain, O. (2020) Human Activity Classification With Radar Signal Processing and Machine Learning. In: 5th International Conference on the UK-China Emerging Technologies (UCET 2020), Glasgow, UK, 20-21 Aug 2020, ISBN 9781728194882 (doi: 10.1109/UCET51115.2020.9205461)

Jiang, H., Song, Q. and Le Kernec, J. (2020) Searching the Adversarial Example in the Decision Boundary. In: 5th International Conference on the UK-China Emerging Technologies (UCET 2020), Glasgow, UK, 20-21 Aug 2020, ISBN 9781728194882 (doi: 10.1109/UCET51115.2020.9205320)

Li, S., Jia, M., Le Kernec, J. , Yang, S. , Fioranelli, F. and Romain, O. (2020) Elderly Care: Using Deep Learning for Multi-Domain Activity Classification. In: 5th International Conference on the UK-China Emerging Technologies (UCET 2020), Glasgow, UK, 20-21 Aug 2020, ISBN 9781728194882 (doi: 10.1109/UCET51115.2020.9205464)

Tan, K. , Bremner, D. , Le Kernec, J. and Imran, M. (2020) Federated Machine Learning in Vehicular Networks: a Summary of Recent Applications. In: 5th International Conference on the UK-China Emerging Technologies (UCET 2020), Glasgow, UK, 20-21 Aug 2020, ISBN 9781728194882 (doi: 10.1109/UCET51115.2020.9205482)

Li, H., Liang, X., Shrestha, A., Liu, Y., Heidari, H. , Le Kernec, J. and Fioranelli, F. (2020) Hierarchical sensor fusion for micro-gestures recognition with pressure sensor array and radar. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 4(3), pp. 225-232. (doi: 10.1109/JERM.2019.2949456)

Linardopoulou, K. , Viora, L. , Abbasi, Q. H. , Fioranelli, F. , Le Kernec, J. and Jonsson, N. (2020) Lameness Detection in Dairy Cows: Evaluation of the Agreement and Repeatability of Mobility Scoring. 74th Annual AVTRW Conference, 14-15 Sept 2020.

Shrestha, A., Fioranelli, F. and Le Kernec, J. (2020) Multimodal sensing for assisted living using radar. In: Fioranelli, F., Griffiths, H., Ritchie, M. and Balleri, A. (eds.) Micro-Doppler Radar and its Applications. Institution of Engineering and Technology (IET): London, UK. ISBN 9781785619335

Li, X., Li, Z., Fioranelli, F. , Yang, S. , Romain, O. and Le Kernec, J. (2020) Hierarchical radar data analysis for activity and personnel recognition. Remote Sensing, 12(14), 2237. (doi: 10.3390/rs12142237)

Gray, D. and Le Kernec, J. (2020) Scan Performance of Small Spherical Retro-Reflectors. In: 2019 International Radar Conference, Toulon, France, 23-27 Sept 2019, ISBN 9781728126609 (doi: 10.1109/RADAR41533.2019.171391)

Yang, S. , Le Kernec, J. , Fioranelli, F. and Romain, O. (2020) Human Activities Classification in a Complex Space using Raw Radar Data. In: 2019 International Radar Conference, Toulon, France, 23-27 Sept 2019, ISBN 9781728126609 (doi: 10.1109/RADAR41533.2019.171367)

Li, Z., Li, B. and Le Kernec, J. (2020) Activity Recognition System Optimisation Using Triaxial Accelerometers. In: International Conference on 3D Imaging Technology (IC3DIT2019), Kunming, Yunnan, China, 15-18 Aug 2019, ISBN 9789811538667 (doi: 10.1007/978-981-15-3867-4_15)

Li, H., Shrestha, A., Heidari, H. , Le Kernec, J. and Fioranelli, F. (2020) Bi-LSTM network for multimodal continuous human activity recognition and fall detection. IEEE Sensors Journal, 20(3), pp. 1191-1201. (doi: 10.1109/JSEN.2019.2946095)

Ochieng, F. X., Hancock, C. M., Roberts, G. W. and Le Kernec, J. (2020) Optimal design and operational monitoring of wind turbine blades. In: Maalawi, K. Y. (ed.) Optimization of Wind Energy Conversion Systems. IntechOpen. ISBN 9781789844085 (doi: 10.5772/intechopen.90258)

2019

Rahman, M. A. et al. (2019) A secure occupational therapy framework for monitoring cancer patients’ quality of life. Sensors, 19(23), 5258. (doi: 10.3390/s19235258) (PMID:31795384) (PMCID:PMC6928807)

Busin, V. , Viora, L. , King, G. , Tomlinson, M., Le Kernec, J. , Jonsson, N. and Fioranelli, F. (2019) Evaluation of lameness detection using radar sensing in ruminants. Veterinary Record, 185(18), 572. (doi: 10.1136/vr.105407) (PMID:31554712)

Haider, D., Shah, S. Y., Romain, O., Farooq, M. M. U., Le Kernec, J. and Qadus, Z. (2019) Monitoring Body Motions Related to Huntington Disease by Exploiting the 5G Paradigm. In: UK-China Emerging Technologies Conference, Glasgow, UK, 21-22 Aug 2019, ISBN 9781728127972 (doi: 10.1109/UCET.2019.8881867)

Tan, K., Le Kernec, J. , Imran, M. and Bremner, D. (2019) Clustering Algorithm in Vehicular Ad-hoc Networks: A Brief Summary. In: UK-China Emerging Technologies Conference, Glasgow, UK, 21-22 Aug 2019, ISBN 9781728127972 (doi: 10.1109/UCET.2019.8881833)

Li, H., Shrestha, A., Heidari, H. , Le Kernec, J. and Fioranelli, F. (2019) Magnetic and radar sensing for multimodal remote health monitoring. IEEE Sensors Journal, 19(20), pp. 8979-8989. (doi: 10.1109/JSEN.2018.2872894)

Li, H., Shrestha, A., Fioranelli, F. , Le Kernec, J. and Heidari, H. (2019) FMCW radar and inertial sensing synergy for assisted living. Journal of Engineering, 2019(20), pp. 6784-6789. (doi: 10.1049/joe.2019.0558)

Li, J., Shrestha, A., Le Kernec, J. and Fioranelli, F. (2019) From Kinect skeleton data to hand gesture recognition with radar. Journal of Engineering, 2019(20), pp. 6914-6919. (doi: 10.1049/joe.2019.0557)

Ochieng, F. X., Jiang, H., Hancock, C. M., Roberts, G. W., Le Kernec, J. , Tang, X. and de Ligt, H. (2019) Deflection characterisation of rotary systems using a ground-based radar. Journal of Engineering, 2019(20), pp. 7215-7219. (doi: 10.1049/joe.2019.0503)

Shrestha, A., Li, H., Fioranelli, F. and Le Kernec, J. (2019) Activity recognition with cooperative radar systems at C and K band. Journal of Engineering, 2019(20), pp. 7100-7104. (doi: 10.1049/joe.2019.0559)

Fioranelli, F. , Shah, S. A. , Li, H., Shrestha, A., Yang, S. and Le Kernec, J. (2019) Radar sensing for healthcare. Electronics Letters, 55(19), pp. 1022-1024. (doi: 10.1049/el.2019.2378)

Shrestha, A., Murphy, C., Johnson, I., Anbulselvam, A., Fioranelli, F. , Le Kernec, J. and Gurbuz, S. Z. (2019) Cross-Frequency Classification of Indoor Activities with DNN Transfer Learning. In: IEEE Radar Conference, Boston, MA, USA, 22-26 Apr 2019, ISBN 9781728116792 (doi: 10.1109/RADAR.2019.8835844)

Ding, C., Hong, H., Zou, Y., Chu, H., Zhu, X., Fioranelli, F. , Le Kernec, J. and Li, C. (2019) Continuous human motion recognition with a dynamic range-Doppler trajectory method based on FMCW radar. IEEE Transactions on Geoscience and Remote Sensing, 57(9), pp. 6821-6831. (doi: 10.1109/TGRS.2019.2908758)

Fioranelli, F. , Le Kernec, J. and Shah, S. A. (2019) Radar for healthcare: recognising human activities and monitoring vital signs. IEEE Potentials, 38(4), pp. 16-23. (doi: 10.1109/MPOT.2019.2906977)

Fioranelli, F. , Li, H., Le Kernec, J. , Busin, V. , Jonsson, N. , King, G. , Tomlinson, M. and Viora, L. (2019) Radar-based Evaluation of Lameness Detection in Ruminants: Preliminary Results. In: IEEE MTT-S 2019 International Microwave Biomedical Conference (IMBioC2019), Nanjing, China, 6-8 May 2019, ISBN 9781538673959 (doi: 10.1109/IMBIOC.2019.8777830)

Le Kernec, J. , Fioranelli, F. , Ding, C., Zhao, H., Sun, L., Hong, H., Romain, O. and Lorandel, J. (2019) Radar Sensing in Assisted Living: An Overview. In: IEEE MTT-S 2019 International Microwave Biomedical Conference (IMBioC2019), Nanjing, China, 6-8 May 2019, ISBN 9781538673959 (doi: 10.1109/IMBIOC.2019.8777748)

Li, H., Shrestha, A., Heidari, H. , Le Kernec, J. and Fioranelli, F. (2019) Activities Recognition and Fall Detection in Continuous Data Streams Using Radar Sensor. In: IEEE MTT-S 2019 International Microwave Biomedical Conference (IMBioC2019), Nanjing, China, 6-8 May 2019, ISBN 9781538673959 (doi: 10.1109/IMBIOC.2019.8777855)

Shrestha, A., Le Kernec, J. , Fioranelli, F. , Lin, Y., He, Q., Lorandel, J. and Romain, O. (2019) Elderly care: activities of daily living classification with an S band radar. Journal of Engineering, 2019(21), pp. 7601-7606. (doi: 10.1049/joe.2019.0561)

Le Kernec, J. , Fioranelli, F. , Ding, C., Zhao, H., Sun, L., Hong, H., Lorandel, J. and Romain, O. (2019) Radar signal processing for sensing in assisted living: the challenges associated with real-time implementation of emerging algorithms. IEEE Signal Processing Magazine, 36(4), pp. 29-41. (doi: 10.1109/MSP.2019.2903715)

Yang, S. , Le Kernec, J. and Fioranelli, F. (2019) Action Recognition Using Indoor Radar Systems. IET Human Motion Analysis for Healthcare Applications, London, UK, 26 Jun 2019.

Busin, V. , Viora, L. , King, G. , Tomlinson, M., Le Kernec, J. , Jonsson, N. N. and Fioranelli, F. (2019) Radar Sensing as a Novel Tool to Detect Lameness in Sheep. Ontario Small Ruminant Veterinary Conference, Ontario, Canada, 17-19 June 2019.

Le Kernec, J. , Fioranelli, F. , Yang, S. , Lorandel, J. and Romain, O. (2019) Radar for Assisted Living in the Context of Internet of Things for Health and Beyond. In: 26th IFIP/IEEE/AICA International Conference on Very Large Scale Integration, Verona, Italy, 8-10 Oct 2018, ISBN 9781538647561 (doi: 10.1109/VLSI-SoC.2018.8644816)

Bremner, D. J. , Le Kernec, J. , Fioranelli, F. and Dale, V. H. M. (2019) The Use of Multiple Choice Questions in 3rd year Electronic Engineering Assessment: a Case Study. In: IEEE TALE 2018, Wollongong, Australia, 4-7 Dec 2018, pp. 887-892. ISBN 9781538665220 (doi: 10.1109/TALE.2018.8615153)

2018

Li, H., Fioranelli, F. , Le Kernec, J. and Heidari, H. (2018) Hierarchical Classification on Multimodal Sensing for Human Activity Recogintion and Fall Detection. In: IEEE Sensors 2018 Conference, New Delhi, India, 28-31 Oct 2018, ISBN 9781538647073 (doi: 10.1109/ICSENS.2018.8589797)

Lin, Y., Le Kernec, J. , Yang, S. , Fioranelli, F. , Romain, O. and Zhao, Z. (2018) Human activity classification with radar: optimization and noise robustness with iterative convolutional neural networks followed with random forests. IEEE Sensors Journal, 18(23), pp. 9669-9681. (doi: 10.1109/JSEN.2018.2872849)

Ochieng, F.X., Hancock, C.M., Roberts, G.W. and Le Kernec, J. (2018) A review of ground-based radar as a non-contact sensor for structural health monitoring of in-field wind turbines blades. Wind Energy, 21(12), pp. 1435-1449. (doi: 10.1002/we.2252)

Loukas, C., Fioranelli, F. , Le Kernec, J. and Yang, S. (2018) Activity Classification Using Raw Range and I & Q Radar Data with Long Short Term Memory Layers. In: 1st International Workshop on Healthcare with Intelligent Sensing, System and Data (HISSD) in CyberSciTech2018, Athens, Greece, 12-15 Aug 2018, pp. 441-445. ISBN 9781538675199 (doi: 10.1109/DASC/PiCom/DataCom/CyberSciTec.2018.00088)

Shrestha, A., Loukas, C., Le Kernec, J. , Fioranelli, F. , Busin, V. , Jonsson, N. , King, G. , Tomlinson, M., Viora, L. and Voute, L. (2018) Animal lameness detection with radar sensing. IEEE Geoscience and Remote Sensing Letters, 15(8), pp. 1189-1193. (doi: 10.1109/LGRS.2018.2832650)

Gray, D. and Le Kernec, J. (2018) Aluminium Feeds for Reflector for NadirSAR. In: 2018 IEEE EMC and APEMC Symposium, Singapore, 14-17 May 2018, ISBN 9781509039555 (doi: 10.1109/ISEMC.2018.8393966)

Li, H., Shrestha, A., Heidari, H. , Le Kernec, J. and Fioranelli, F. (2018) A multi-sensory approach for remote health monitoring of older people. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, 2(2), pp. 102-108. (doi: 10.1109/JERM.2018.2827099)

Gray, D. and Le Kernec, J. (2018) Structural Antennas for 3cm Radar Onboard Multi-Rotor UAV. In: RADAR 2017: International Conference on Radar Systems, Belfast, UK, 23-26 Oct 2017, ISBN 9781785616730 (doi: 10.1049/cp.2017.0394)

Shrestha, A., Le Kernec, J. , Fioranelli, F. , Cippitelli, E., Gambi, E. and Spinsante, S. (2018) Feature Diversity for Fall Detection and Human Indoor Activities Classification Using Radar Systems. In: RADAR 2017: International Conference on Radar Systems, Belfast, UK, 23-26 Oct 2017, ISBN 9781785616730 (doi: 10.1049/cp.2017.0381)

Shrestha, A., Le Kernec, J. , Fioranelli, F. , Marshall, J.F. and Voute, L. (2018) Gait Analysis of Horses for Lameness Detection with Radar Sensors. In: RADAR 2017: International Conference on Radar Systems, Belfast, UK, 23-26 Oct 2017, ISBN 9781785616730 (doi: 10.1049/cp.2017.0427)

Lin, Y. and Le Kernec, J. (2018) Performance Analysis of Classification Algorithms for Activity Recognition using Micro-Doppler Feature. In: The 13th International Conference on Computational Intelligence and Security (CIS 2017), Hong Kong, China, 15-18 Dec 2017, ISBN 0769563414 (doi: 10.1109/CIS.2017.00111)

Ochieng, F. X., Hancock, C. M., Roberts, G. W., Le Kernec, J. and Tang, X. (2018) Novel Non-contact Deformation Health Monitoring of Towers and Rotating Composite Based Wind Turbine Blades Using Interferometric Ground Based Radar. In: FIG Congress 2018, Istanbul, Turkey, 06-11 May 2018, ISBN 9788792853783

2017

Li, H., Shrestha, A., Fioranelli, F. , Le Kernec, J. , Heidari, H. , Pepa, M., Cippitelli, E., Gambi, E. and Spinsante, S. (2017) Multisensor Data Fusion for Human Activities Classification and Fall Detection. In: IEEE Sensors 2017, Glasgow, UK, 30 Oct - 01 Nov 2017, ISBN 9781509010127 (doi: 10.1109/ICSENS.2017.8234179)

Le Kernec, J. (2017) Inter-Range-Cell Interference Free Compression Algorithm: Performance in Operational Conditions. In: 2016 CIE International Conference on Radar (Radar 2016), Guangzhou, China, 10-13 Oct 2016, (doi: 10.1109/RADAR.2016.8059232)

Zhou, X., Le Kernec, J. and Gray, D. (2017) Vivaldi Antenna for Railway Cutting Monitoring. In: 2016 CIE International Conference on Radar (Radar 2016), Guangzhou, China, 10-13 Oct 2016, (doi: 10.1109/RADAR.2016.8059180)

Le Kernec, J. and Romain, O. (2017) Performances of multitones for ultra-wideband software-defined radar. IEEE Access, 5, pp. 6570-6588. (doi: 10.1109/ACCESS.2017.2693300)

2016

Le Kernec, J. , Levrai, P. and Bolster, A. (2016) Bringing the Outside World In: Using Mixed Panel Assessment of Oral Presentations with Electrical and Electronic Engineering Students. In: IEEE TALE2016, Bangkok, Thailand., 7-9 Dec 2016, ISBN 9781509055982 (doi: 10.1109/TALE.2016.7851761)

2015

Le Kernec, J. and Romain, O. (2015) Multitones’ performance for ultra wideband software defined radar. In: Radhakrishnan, S. (ed.) Applications of Digital Signal Processing through Practical Approach. Intech. ISBN 9789535121909 (doi: 10.5772/60804)

Ren, C., Le Kernec, J. , Galy, J., Chaumette, É., Larzabal, P. and Reneaux, A. (2015) Borné de Cramér-Rao sous contraintes pour l’estimation simultanée de paramètres aléatoires et non aléatoires. GRETSI, Lyon, France, Sept. 2015.

Melnikov, A., Le Kernec, J. and Gray, D. (2015) Porting Spotlight Range Migration Algorithm Processor from Matlab to Virtex 6. In: 2015 IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications (APWC), Turin, 7-11 Sept. 2015, pp. 1429-1432. ISBN 9781479978090 (doi: 10.1109/APWC.2015.7300214)

Ren, C., Le Kernec, J. , Galy, J., Chaumette, E., Larzabal, P. and Renaux, A. (2015) A Constrained Hybrid Cramér-Rao Bound for Parameter Estimation. In: 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), South Brisbane, QLD, 19-24 Apr 2015, pp. 3472-3476. ISBN 9781467369978 (doi: 10.1109/ICASSP.2015.7178616)

2014

Gray, D., Xin, X., Zhu, Y. and Le Kernec, J. (2014) Structural Slotted Waveguide Antennas for Multirotor UAV Radio Altimeter. In: 2014 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC), Guilin, 5-8 Aug. 2014, pp. 819-824. ISBN 9781479952724 (doi: 10.1109/ICSPCC.2014.6986311)

Gray, D., Le Kernec, J. and Thornton, J. (2014) Assessment of Sochacki Lenses for Autonomous Maritime Patrol FLAR. In: 2014 International Radar Conference (Radar), Lille, 13-17 Oct. 2014, pp. 1-6. ISBN 9781479941957 (doi: 10.1109/RADAR.2014.7060439)

Le Kernec, J. , Gray, D. and Romain, O. (2014) Empirical Analysis of Chirp and Multitones Performances with a UWB Software Defined Radar: Range, Distance and Doppler. In: 3rd Asia-Pacific Conference on Antennas and Propagation (APCAP), Harbin, China, 26-29 Jul 2014, pp. 1061-1064. ISBN 9781479943548 (doi: 10.1109/apcap.2014.6992691)

Levrai, P., Bolster, A. and Le Kernec, J. (2014) Bringing the Outside World In: Using Mixed Panel Assessment of Oral Presentations with Electrical Engineering Students. ICED 2014: International Consortium for Educational Development, Stockholm, Sweden, 16-18 June 2014. (Unpublished)

Melnikov, A., Le Kernec, J. and Gray, D. (2014) A Case Implementation of a Spotlight Range Migration Algorithm on FPGA Platform. In: 2014 International Symposium on Antennas and Propagation (ISAP), Kaohsiung, 2-5 Dec. 2014, pp. 177-178. (doi: 10.1109/isanp.2014.7026588)

Melnikov, A., Le Kernec, J. and Gray, D. (2014) FMCW rail-mounted SAR: Porting spotlight SAR imaging from MATLAB to FPGA. In: 2014 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC), Guilin, 5-8 Aug. 2014, pp. 780-785. ISBN 9781479952724 (doi: 10.1109/ICSPCC.2014.6986303)

2013

Le Kernec, J. and Romain, O. (2013) Empirical Performance Analysis of Linear Frequency Modulated Pulse and Multitones on UWB Software Defined Radar Prototype. In: IET International Radar Conference 2013, Xian, 14-16 April 2013, 0440-0440. ISBN 9781849196031 (doi: 10.1049/cp.2013.0228)

Levrai, P., Bolster, A. and Le Kernec, J. (2013) Mixed Panel Oral Presentation Assessment: Preparing Electrical & Electronic Engineering Students for Work. In: 11th Biennial Conference of the Association for Academic Language and Learning, Melbourne, Australia, 13-15 Nov 2013, (Unpublished)

2012

Le Kernec, J. , Romain, O., Garda, P. and Denoulet, J. (2012) Empirical Comparison of Chirp and Multitones on Experimental UWB Software Defined Radar Prototype. In: 2012 Conference on Design and Architectures for Signal and Image Processing (DASIP), Karlsruhe, 23-25 Oct. 2012, pp. 1-8. ISBN 9781467320894

2011

Terosiet, M., Feruglio, S., Vallette, F., Garda, P., Romain, O. and Le Kernec, J. (2011) A Self-Sufficient Digitally Controlled Ring Oscillator Compensated for Supply Voltage Variation. In: 18th IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2011, Beirut, 11-14 Dec. 2011, pp. 484-487. ISBN 9781457718458 (doi: 10.1109/icecs.2011.6122318)

2010

Le Kernec, J. , Klepal, M. and Sokol, V. (2010) 3D Directional Coupler for Impulse UWB: 3D Electromagnetic Simulation and Prototyping. In: C2I 2010: 5th Colloquium Interdisciplinary in Instrumentation, Le Mans, France, Jan 2010, ISBN 9782746225169

2009

Le Kernec, J. , Dreuillet, P., Bobillot, G., Garda, P., Romain, O. and Denoulet, J. (2009) Case Study Analysis of Linear Chirp and Multitones (OFDM) Radar Signals Through Simulations and Measurement with HYCAM-Research Test Bench. In: Radar 2009 Surveillance for a Safer World, Bourdeaux, France, 12-16 Oct 2009,

Vignaud, L., Ghaleb, A., Le Kernec, J. and Nicolas, J.-M. (2009) Radar High Resolution Range & Micro-Doppler Analysis of Human Motions. In: International Radar Conference - Surveillance for a Safer World, 2009, Bordeaux, 12-16 Oct. 2009, ISBN 9782912328557

2005

Waliwander, T., Rulikowski, P., Le Kernec, J. and Sokol, V. (2005) The Experimental UWB Link. In: 15th International Traveling Summer School on Microwaves and Lighywaves, L'Aquila, Italy, 9-15 July 2005, (Unpublished)

This list was generated on Thu Apr 18 03:40:33 2024 BST.

Jump to: Articles | Book Sections | Conference or Workshop Item | Conference Proceedings | Patents

Number of items: 133.

Articles

Zhou, J. and Le Kernec, J. (2024) 4D radar simulator for human activity recognition. IET Radar, Sonar and Navigation, 18(2), pp. 239-255. (doi: 10.1049/rsn2.12468)

Fioranelli, F. , Shah, S. A. , Li, H., Shrestha, A., Yang, S. and Le Kernec, J. (2019) Radar sensing for healthcare. Electronics Letters, 55(19), pp. 1022-1024. (doi: 10.1049/el.2019.2378)

Le Kernec, J. and Romain, O. (2017) Performances of multitones for ultra-wideband software-defined radar. IEEE Access, 5, pp. 6570-6588. (doi: 10.1109/ACCESS.2017.2693300)

Book Sections

Conference or Workshop Item

Yang, S. , Le Kernec, J. and Fioranelli, F. (2019) Action Recognition Using Indoor Radar Systems. IET Human Motion Analysis for Healthcare Applications, London, UK, 26 Jun 2019.

Conference Proceedings

Gray, D. and Le Kernec, J. (2023) Passive RCS Enhancer Field of View Study. In: IEICE Technical Committee on Antennas and Propagation (AP), Kochi, Japan, 28-29 Sep 2023, pp. 36-41.

Gray, D. and Le Kernec, J. (2023) Qualification of Ripple in Medium Gain Horns. In: IEICE Technical Committee on Antennas and Propagation (AP), Hokkaido, Japan, 12-14 Jul 2023, pp. 145-150.

Gray, D. and Le Kernec, J. (2018) Aluminium Feeds for Reflector for NadirSAR. In: 2018 IEEE EMC and APEMC Symposium, Singapore, 14-17 May 2018, ISBN 9781509039555 (doi: 10.1109/ISEMC.2018.8393966)

Patents

CY Cergy Paris Université (2023) Method and Device for Human Activity Classification Using Radar Micro Doppler and Phase. .

Centre National de la Recherche Scientifique (2021) Dispositif de caracterisation de l'actimetrie d'un sujet en temps reel = Device for Characterizing the Actimetry of a Subject in Real Time. .

This list was generated on Thu Apr 18 03:40:33 2024 BST.

Grants

2024 Automated lameness detection in cattle, up to £35k, BBSRC ICure Explore programme, CoI with Dr K. Linardopoulou PI, Dr L. Viora CoI, Prof Nicholas Jonsson CoI, Darian Brookes CoI
2024 Automated lameness detection in cattle, £3,865, fast-track IAA for commercial exploration, CoI with Dr K. Linardopoulou PI, Dr L. Viora CoI, Prof Nicholas Jonsson CoI, Darian Brookes CoI
2023-2026 Uncovering the mechanisms through which krill oil increases muscle function in older adults – £580k - BBSRC
2023-2024 Automatic lameness detection in cattle – £11k - James Herriot Scholarship Fund, UK
2021-2023 - collaborative research fund one-off crf covid-19 and novel infectious disease exercise - hk$6,849,390 - c7174-20g - super reality for hands-on online education (co-i)
jan 2021 - 42k€ - dim-rsi - smart_gait : mobility lab for the study of frailty (co-i)
mar 2020 - £10k – seed meeting – french embassy in london - smart gait project – consortium meeting fund – french embasy in london.
jan 2020 – dec 2021 - £7.5k – phc alliance - british council - campus france - imshape – university of glasgow – university cergy-pontoise, france
jun 2019 - may 2020 - 110k€ - inex inshape: intelligent radio-frequency sensing for falls and health predictions - co-i with Dr. Fioranelli (co-i) and university cergy pontoise (france) Prof. Romain (pi)
jan - jun 2019 - £3k - systems, power and energy division for industrial partnership development.
jul 2018 - jun 2020 - 38k€ - phc cai yuanpei - 41457uk - inshape: intelligent radio-frequency sensing for falls and health predictions with university cergy pontoise (france) Prof. Romain and univeristy of electronic science and technology china with Prof. Qian and Ms Lin (phd) - funded by campus france and china scholarship council.
may 2018 - £5,125 - chancellor fund - well: wireless equine lameness locator with rf sensing
may 2018 - april 2019 - £9,961.28 - horse betting levy board - sprj30 - atlas: automated thoroughbred lameness assessment system at the racetrack or yard - pi with Dr. Fioranelli (co-i) and Dr. Voute (co-i)
oct 2017 - oct 2018 - £9,800 - petplan trust pump priming grant - detection of horses' lameness with contactless radar sensors - co-i with Dr. Fioranelli (pi) and Dr. Voute (co-i).
dec 2017 - £3k - support from the international partnership development funding to develop the collaboration between the school of engineering at uog and the etis lab at university of cergy-pontoise, france and university of electronics science and technology, chengdu, china.
apr - dec 2017: phc xu guangqi 2017 - campus france - 6,540€ - "radar remote sensing to prevent falls in older and vulnerable adults".

Supervision

I am always glad to discuss with good students research opportunities to come and study in Glasgow

The following link will guide to the currently available PhD opportunities.

I am particularly interested in healthcare and animal welfare applications, drone detection and 6G/beyond radar/radio fusion.

Akaydin, Abdullah
Indoor Navigation System for Visually Impaired by Using Radar

current phd students:

Mr Fuchen Xu - communication centered Integrated sensing and communication waveform design - Sep 2022 - present co-I with Prof Lei Zhang
Mr Mostafa Elsayed - Enhancement of Weak Signal Detection in Radar Systems for Assisted Living - Sep 2022 - present - PI with Dr Abbas, Dr Abbasi
Mr Abdullah Akaydin - Indoor Navigation System for Visually Impaired by Using Radar - Oct 2021 - present - PI with Prof. Imran, Dr. Onireti, Dr. Ahmad
Mr Weirong Sun - a robust high-resolution technology based on data compression - sep 2020 - present - co-I with Prof. Imran, Prof. Yang
Mr Shuojie Wang - robotic arm wireless system control based on 5g - PI - with Dr Zhao - oct 2019 - present
Miss Konstantina Linardopoulou (vet school) - developing robust methodologies to evaluate ruminant mobility with radar-based sensing - co-I with Prof. Jonsson, Dr. Viora, Dr. Abbasi, Dr. Fioranelli - oct 2019 - present
Mr Zhenghui Li - deep learning for multidomain radar-based continuous human activity recognition for multiple targets - PI with Dr. Yang, Dr. Fioranelli and Prof. Imran - oct 2019 - present

visiting phd students

Mr Fawei Yang – “mimo radar and wideband arrays techniques for the detection, tracking and classification of low, slow, and small targets” – Beijing Institute of Technology – visiting university of glasgow from oct 2019 to march 2020 with Dr. Fioranelli
Dr. Changfeng Ren – “lower bounds on the mean square error : theory and applications in signal processing field” - ENS Cachan – 100% load - visited university of nottingham ningbo from 09/2014 to 11/2014 (3 months)

advisor

Dr Chuanwei Ding - indoor monitoring based on biomedical radar - co-I with Dr. Hong - Nanjing University of Science and Technology - Graduated

former phd students

Dr Kang Tan - machine learning in vehicular networks - co-I with Dr Bremner - Oct 2019 - March 2023
Dr Aman Shrestha - radar micro-doppler for healthcare applications - PI with Dr. Fioranelli - University of Glasgow - oct 2016 - aug 2021
Dr Haobo Li - wearable devices and radar for human activities monitoring and classification - PI with Dr. Fioranelli and Dr Heidari - University of Glasgow - graduated - 01/2021
Dr Yier Lin - non-linear parameter estimation and classification of radar micro-doppler signatures - Co-I with Prof. Zhiqin Zhao as 1st supervisor- University of Electronics Science and Technology of China - graduated - 06/2020
Dr Francis Xavier Ochieng - the use of ground-based radar to monitor the deflections of wind turbine masts and blades - co-I with Dr. Hancock - University of Nottingham Ningbo China - graduated 10/04/2019

former postoctoral staff

Dr. Daniyal Haider – “design of a software radar for the early identification of gait failure in ehpad: application to fall detection” – (oct 2019 – feb 2020) – INEX caring - University Cergy-Pontoise - co-I with Prof. Romain

students' projects

phd

Mr Petros Hadjichristodopoulou – RF waveforms for simultaneous applications in radar and communication domains - University of Glasgow, co-I with Dr Fioranelli - sep 2017 - aug 2018
Mr Charalampos Loukas - activities of daily life (adl) classification in multi-occupancy scenarios with radar and deep learning - PI with Dr. Fioranelli and Dr. Yang. University of Glasgow, oct 2017 - sep 2018.
Mr Jarez Patel - innovative radar detection & classification of small uavs or drones - PI with Dr. Fioranelli and Dr Anderson - University of Glasgow/Leonardo - oct 2017 - feb 2022

master

Mr Adam Thorburn - Additive Manufacturing of a bearing cooling fin - Sulzer Pumps UK Ltd, 2021 - co-I with Dr Thomson
Mr Cameron Bennett - classification of UAVs in holographic radar, Aveillant, 2019 - co-I with Dr. Fioranelli
Mr Conor McHarg - ADAS radar - NXP, 2018 - co-I with Dr. Fioranelli
Mr Joe Walker - digital electronics - Cirrus 2018 - co-I with Dr. Bremner
Mr Vlad Coman - radar absorbing metamaterials: active vs passive - Onera, France - 2017 - co-I with Dr. Fioranelli.
Mr Charlie Owens - processor architecture analysis of task-based scheduling for airborne radar - Leonardo UK - 2017 - co-I with Dr. Fioranelli.

Teaching

Postgraduate courses:

- UESTC-UoG DTC: Signal Processing in Wireless Sensor Networks (Since Spring 2021)

Undergraduate courses:

- UESTC3001: Dynamics and Control (Spring 2016 - Spring 2020)

- UESTC3023: Professional Practice (Autumn 2017-2018)

- UESTC3030: Engineering and the Law - new product creation and business plan (Autumn since 2018)

Research datasets

Jump to: 2019

Number of items: 1.

2019

Fioranelli, F. , Shah, S. A. , Li, H., Shrestha, A., Yang, S. and Le Kernec, J. (2019) Radar signatures of human activities. [Data Collection]

This list was generated on Thu Apr 18 22:10:14 2024 BST.

Additional information

Research facilities

- Gaitrite connected mat for the measurement of footfall

- motion capture suites:

- marker-based optitrack 24 cameras 100fps - accuracy 1.1mm in 3D

- markerless Theia 3D 8 cameras 240 fps - accuracy 0.6mm in 3D

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Hotjar and Clarity

Dr Julien Le Kernec

Biography

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2019

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