Dr Francesco Fioranelli
- Affiliate (School of Engineering)
email:
Francesco.Fioranelli@glasgow.ac.uk
EWI Faculty, ME Department, Mekelweg 4, Delft, 2628CD
https://orcid.org/0000-0001-8254-8093Publications
2023
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.
CY Cergy Paris Université (2023) Method and Device for Human Activity Classification Using Radar Micro Doppler and Phase. .
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)
2022
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)
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)
Richford, K., Klingbeil, M., Falcone, G. , Jones, A., Seiller, B., Webb, J., Fioranelli, F. , Sabra, G., Griffiths, C. and Tulsidas, H. (2022) Application of the United Nations Framework Classification for Resources to Wind Energy Resources: National Aggregation Case Studies. [Research Reports or Papers]
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.
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)
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, Carmine, Fioranelli, Francesco, Colone, Fabiola and Li, Gang (eds.) Radar Countermeasures for Unmanned Aerial Vehicles. The Institution of Engineering and Technology. ISBN 9781839531903
Fioranelli, F. , Krasnov, O., Cai, Y., Yarovoy, A., Yun, J. and Anderson, D. (2021) Improving the Simulations of Radar Signatures of Small Drone. In: MSG-SET-183 Specialists' Meeting on Drone Detectability: Modelling the Relevant Signature, 27-29 Apr 2021, ISBN 9789283723578
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)
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, Muhammad Ali, Ghannam, Rami and Abbasi, Qammer 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)
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)
Yun, J. , Anderson, D. and Fioranelli, F. (2020) Parametric Investigation on Simulated Staring FMCW Radar for Anti-Drone Swarms. In: 2020 IEEE Radar Conference (RadarConf20), Florence, Italy, 21-25 Sep 2020, ISBN 9781728189420 (doi: 10.1109/RadarConf2043947.2020.9266354)
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, Francesco, Griffiths, Hugh, Ritchie, Matthew and Balleri, Alessio (eds.) Micro-Doppler Radar and its Applications. Institution of Engineering and Technology (IET): London, UK. ISBN 9781785619335
Turpin, A. et al. (2020) Spatial images from temporal data. Optica, 7(8), pp. 900-905. (doi: 10.1364/OPTICA.392465)
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)
Palamà, R., Fioranelli, F. , Ritchie, M., Inggs, M., Lewis, S. and Griffiths, H. (2020) Measurements of multistatic X&L band radar signatures of UAVs. In: IEEE International Radar Conference, Toulon, France, 30 Sep - 04 Oct 2019, ISBN 9781728126609 (doi: 10.1109/RADAR41533.2019.171389)
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, 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)
2019
Citoni, B., Fioranelli, F. , Imran, M. A. and Abbasi, Q. (2019) Internet of things and LoRaWAN enabled future smart farming. IEEE Internet of Things Journal, 2(4), pp. 14-19. (doi: 10.1109/IOTM.0001.1900043)
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)
Garcia Doherty, H., Cifola, L., Harmanny, R. and Fioranelli, F. (2019) Unsupervised Learning Using Generative Adversarial Networks on Micro-Doppler Spectrograms. In: 16th European Radar Conference (EuRAD 2019), Paris, France, 2-4 Oct 2019, ISBN 9782874870576
Patel, J. S. , Al-Ameri, C., Fioranelli, F. and Anderson, D. (2019) Multi-time Frequency Analysis and Classification of a Micro Drone Carrying Payloads using Multistatic Radar. Journal of Engineering, 2019(20), pp. 7047-7051. (doi: 10.1049/joe.2019.0551)
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)
Liang, X., Li, H., Wang, W., Liu, Y., Ghannam, R. , Fioranelli, F. and Heidari, H. (2019) Fusion of wearable and contactless sensors for intelligent gesture recognition. Advanced Intelligent Systems, 1(7), 1900088. (doi: 10.1002/aisy.201900088)
Shah, S. A. and Fioranelli, F. (2019) RF sensing technologies for assisted daily living in healthcare: a comprehensive review. IEEE Aerospace and Electronic Systems Magazine, 34(11), pp. 26-44. (doi: 10.1109/MAES.2019.2933971)
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)
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. , Patel, J. , Gürbüz, S. Z., Ritchie, M. and Griffiths, H. (2019) Multistatic Human Micro-Doppler Classification with Degraded/Jammed Radar Data. In: IEEE Radar Conference, Boston, MA, USA, 22-26 Apr 2019, ISBN 9781728116792 (doi: 10.1109/RADAR.2019.8835618)
Patel, J. , Fioranelli, F. , Ritchie, M. and Griffiths, H. (2019) Fusion of deep representations in multistatic radar networks to counteract the presence of synthetic jamming. IEEE Sensors Journal, 19(15), pp. 6362-6370. (doi: 10.1109/JSEN.2019.2909685)
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)
Chen, Q., Liu, Y., Fioranelli, F. , Ritchie, M., Tan, B. and Chetty, K. (2019) DopNet: A Deep Convolution Neural Network to recognize armed and unarmed human targets. IEEE Sensors Journal, 19(11), pp. 4160-4172. (doi: 10.1109/JSEN.2019.2895538)
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)
Chen, Q., Liu, Y., Fioranelli, F. , Ritchie, M. and Chetty, K. (2019) Eliminate Aspect Angle Variations for Human Activity Recognition Using Unsupervised Deep Adaptation Network. In: IEEE Radar Conference, Boston, MA, USA, 22-26 Apr 2019, ISBN 9781728116792 (doi: 10.1109/RADAR.2019.8835756)
Chen, Z., Li, G., Fioranelli, F. and Griffiths, H. (2019) Dynamic Hand Gesture Classification Based on Multistatic Radar Micro-Doppler Signatures Using Convolutional Neural Network. In: IEEE Radar Conference, Boston, MA, USA, 22-26 Apr 2019, ISBN 9781728116792 (doi: 10.1109/RADAR.2019.8835796)
Li, X., Li, S., Li, H. and Fioranelli, F. (2019) Accuracy Evaluation on the Respiration Rate Estimation using Off-the-shelf Pulse-Doppler Radar. In: IEEE MTT-S 2019 International Microwave Biomedical Conference (IMBioC2019), Nanjing, China, 6-8 May 2019, ISBN 9781538673959 (doi: 10.1109/IMBIOC.2019.8777820)
Shah, S. A. and Fioranelli, F. (2019) Human Activity Recognition: Preliminary Results for Dataset Portability using FMCW Radar. In: 2019 International Radar Conference, Toulon, France, 23-27 Sept 2019, ISBN 9781728126609 (doi: 10.1109/RADAR41533.2019.171307)
Sim, J., Jahangir, M., Fioranelli, F. , Baker, C. and Dale, H. (2019) Effective Ground-truthing of Supervised Machine Learning for Drone Classification. In: IEEE International Radar Conference, Toulon, France, 23-27 Sept 2019, ISBN 9781728126609 (doi: 10.1109/RADAR41533.2019.171322)
Zhao, Y., Zhang, Y. and Fioranelli, F. (2019) Initial Results of Radar-based Classification of Commercial Drone Carrying Small Payloads. In: 2019 International Radar Conference, Toulon, France, 23-27 Sept 2019, ISBN 9781728126609 (doi: 10.1109/RADAR41533.2019.171305)
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)
Rizwan, A., Arshad, K., Fioranelli, F. , Imran, A. and Imran, M. A. (2018) Mobile internet activity estimation and analysis at high granularity: SVR model approach. In: 2018 IEEE 29th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), Bologna, Italy, 09-12 Sep 2018, ISBN 9781538660096 (doi: 10.1109/PIMRC.2018.8581040)
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)
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)
Angelov, A., Robertson, A., Murray-Smith, R. and Fioranelli, F. (2018) Practical classification of different moving targets using automotive radar and deep neural networks. IET Radar, Sonar and Navigation, 12(10), pp. 1082-1089. (doi: 10.1049/iet-rsn.2018.0103)
Patel, J. S. , Fioranelli, F. and Anderson, D. (2018) Review of radar classification and RCS characterisation techniques for small UAVs or drones. IET Radar, Sonar and Navigation, 12(9), pp. 911-919. (doi: 10.1049/iet-rsn.2018.0020)
Li, G., Zhang, S., Fioranelli, F. and Griffiths, H. (2018) Effect of sparsity-aware time–frequency analysis on dynamic hand gesture classification with radar micro-Doppler signatures. IET Radar, Sonar and Navigation, 12(8), pp. 815-820. (doi: 10.1049/iet-rsn.2017.0570)
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)
Lan, L., Liao, G., Xu, J., Zhang, Y. and Fioranelli, F. (2018) Suppression approach to main-beam deceptive jamming in FDA-MIMO radar using nonhomogeneous sample detection. IEEE Access, 6, pp. 34582-34597. (doi: 10.1109/ACCESS.2018.2850816)
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)
Patel, J. S. , Fioranelli, F. , Ritchie, M. and Griffiths, H. (2018) Multistatic radar classification of armed vs unarmed personnel using neural networks. Evolving Systems, 9(2), pp. 135-144. (doi: 10.1007/s12530-017-9208-6)
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)
Chen, Z., Li, G., Fioranelli, F. and Griffiths, H. (2018) Personnel recognition and gait classification based on multistatic micro-doppler signatures using deep convolutional neural networks. IEEE Geoscience and Remote Sensing Letters, 15(5), pp. 669-673. (doi: 10.1109/LGRS.2018.2806940)
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)
Yang, L., Li, G., Ritchie, M., Fioranelli, F. and Griffiths, H. (2017) Gait Classification Based on Micro-Doppler Features. In: 2016 CIE International Conference on Radar (Radar 2016), Guangzhou, China, 10-13 Oct 2016, (doi: 10.1109/RADAR.2016.8059301)
Zhang, S., Li, G., Ritchie, M., Fioranelli, F. and Griffiths, H. (2017) Dynamic Hand Gesture Classification Based on Radar Micro-Doppler Signatures. In: 2016 CIE International Conference on Radar (Radar 2016), Guangzhou, China, 10-13 Oct 2016, (doi: 10.1109/RADAR.2016.8059518)
Griffiths, H.D. and Fioranelli, F. (2017) Bistatic radar configuration for human body and limb motion detection and classification. In: Amin, M. (ed.) Radar for Indoor Monitoring; Detection, Classification and Assessment. CRC Press. ISBN 9781498781985
Cippitelli, E., Fioranelli, F. , Gambi, E. and Spinsante, S. (2017) Radar and RGB-depth sensors for fall detection: a review. IEEE Sensors Journal, 17(12), pp. 3585-3604. (doi: 10.1109/JSEN.2017.2697077)
Alhuwaimel, S. et al. (2017) First Measurements with NeXtRAD, a Polarimetric X/L Band Radar Network. In: 2017 IEEE Radar Conference (RadarConf), Seattle, WA, USA, 08-12 May 2017, pp. 1663-1668. ISBN 9781467388238 (doi: 10.1109/RADAR.2017.7944474)
Fioranelli, F. , Ritchie, M. and Griffiths, H. (2017) Bistatic Human micro-Doppler Signatures for Classification of Indoor Activities. In: 2017 IEEE Radar Conference (RadarConf), Seattle, WA, USA, 08-12 May 2017, 0610-0615. ISBN 9781467388238 (doi: 10.1109/RADAR.2017.7944276)
Palamà, R., Ritchie, M., Griffiths, H., Miceli, W., Fioranelli, F. , Sandenbergh, S. and Inggs, M. (2017) Correlation Analysis of Simultaneously Collected Bistatic and Monostatic Sea Clutter. In: 2017 IEEE Radar Conference (RadarConf), Seattle, WA, USA, 08-12 May 2017, pp. 1466-1471. ISBN 9781467388238 (doi: 10.1109/RADAR.2017.7944438)
Fioranelli, F. , Ritchie, M., Gürbüz, S. Z. and Griffiths, H. (2017) Feature diversity for optimized human micro-doppler classification using multistatic radar. IEEE Transactions on Aerospace and Electronic Systems, 53(2), pp. 640-654. (doi: 10.1109/TAES.2017.2651678)
Ritchie, M., Fioranelli, F. , Borrion, H. and Griffiths, H. (2017) Multistatic micro-doppler radar feature extraction for classification of unloaded/loaded micro-drones. IET Radar, Sonar and Navigation, 11(1), pp. 116-124. (doi: 10.1049/iet-rsn.2016.0063)
Fioranelli, F. , Ritchie, M., Balleri, A. and Griffiths, H. (2017) Practical investigation of multiband bistatic and monostatic radar signatures of wind turbines. IET Radar, Sonar and Navigation, 11(6), pp. 909-921. (doi: 10.1049/iet-rsn.2016.0503)
Ritchie, M., Fioranelli, F. and Borrion, H. (2017) Micro UAV crime prevention: Can we help Princess Leia? In: LeClerc, Benoit and Savona, Ernesto U. (eds.) Crime Prevention in the 21st Century: Insightful Approaches for Crime Prevention Initiatives. Springer: New York, pp. 359-376. ISBN 9783319277912 (doi: 10.1007/978-3-319-27793-6_21)
Ritchie, M., Fioranelli, F. , Woodbridge, K., Griffiths, H., Daniel, L., De Luca, A., Hristov, S., Gashinova, M. and Cherniakov, M. (2017) Simultaneous data collection of small maritime targets using multistatic and forward scatter radar. IET Radar, Sonar and Navigation, 11(6), pp. 937-945. (doi: 10.1049/iet-rsn.2016.0526)
2016
Fioranelli, F. , Ritchie, M. and Griffiths, H. (2016) Centroid features for classification of armed/unarmed multiple personnel using multistatic human micro-doppler. IET Radar, Sonar and Navigation, 10(9), pp. 1751-8784. (doi: 10.1049/iet-rsn.2015.0493)
Fioranelli, F. , Balleri, A., Griffiths, H. and Ritchie, M. (2016) Experimental analysis of multistatic multiband radar signatures of wind turbines. IET Radar, Sonar and Navigation, 10(8), pp. 1400-1410. (doi: 10.1049/iet-rsn.2015.0474)
Fioranelli, F. , Ritchie, M., Griffiths, H., Inggs, M. and Sandenbergh, S. (2016) Analysis of polarimetric bistatic sea clutter using the NetRAD radar system. IET Radar, Sonar and Navigation, 10(8), pp. 1356-1366. (doi: 10.1049/iet-rsn.2015.0416)
Fioranelli, F. , Ritchie, M. and Griffiths, H. (2016) Performance analysis of centroid and SVD features for personnel recognition using multistatic micro-Doppler. IEEE Geoscience and Remote Sensing Letters, 13(5), pp. 725-729. (doi: 10.1109/LGRS.2016.2539386)
Fioranelli, F. , Balleri, A., Griffiths, H. and Ritchie, M. (2016) Experimental analysis of multistatic wind turbine radar clutter statistics. Electronics Letters, 52(3), pp. 226-228. (doi: 10.1049/el.2015.3907)
Hoffmann, F., Ritchie, M., Fioranelli, F. , Charlish, A. and Griffiths, H. (2016) Micro-Doppler Based Detection and Tracking of UAVs with Multistatic Radar. In: 2016 IEEE Radar Conference (RadarConf), Philadelphia PA, USA, 2-6 May 2016, (doi: 10.1109/RADAR.2016.7485236)
Palamà, R., Greco, M., Gini, F., Fioranelli, F. , Ritchie, M. and Griffiths, H. (2016) Copolar Calibration of Multistatic Radar in the Presence of Multipath. In: 2016 IEEE Radar Conference (RadarConf), Philadelphia PA, USA, 2-6 May 2016, (doi: 10.1109/RADAR.2016.7485182)
Ritchie, M., Fioranelli, F. , Griffiths, H. and Torvik, B. (2016) Monostatic and Bistatic Radar Measurements of Birds and Micro-drone. In: 2016 IEEE Radar Conference (RadarConf), Philadelphia PA, USA, 2-6 May 2016, pp. 1-5. (doi: 10.1109/RADAR.2016.7485182)
2015
Fioranelli, F. , Ritchie, M. and Griffiths, H. (2015) Classification of unarmed/armed personnel using the NetRAD multistatic radar for micro-Doppler and singular value decomposition features. IEEE Geoscience and Remote Sensing Letters, 12(9), pp. 1933-1937. (doi: 10.1109/LGRS.2015.2439393)
Ritchie, M., Fioranelli, F. , Balleri, A. and Griffiths, H.D. (2015) Measurement and analysis of multiband bistatic and monostatic radar signatures of wind turbines. Electronics Letters, 51(14), pp. 1112-1113. (doi: 10.1049/el.2015.0856)
Fioranelli, F. , Salous, S., Ndip, I. and Raimundo, X. (2015) Through-the-wall detection with gated FMCW signals using optimized patch-like and vivaldi antennas. IEEE Transactions on Antennas and Propagation, 63(3), pp. 1106-1117. (doi: 10.1109/TAP.2015.2389793)
Fioranelli, F. , Ritchie, M. and Griffiths, H. (2015) Multistatic human micro-Doppler classification of armed/unarmed personnel. IET Radar, Sonar and Navigation, 9(7), pp. 857-865. (doi: 10.1049/iet-rsn.2014.0360)
Fioranelli, F. , Griffiths, H. and Ritchie, M. (2015) Personnel recognition based on multistatic micro-Doppler and singular value decomposition features. Electronics Letters, 51(25), pp. 2143-2145. (doi: 10.1049/el.2015.3513)
Fioranelli, F. , Ritchie, M., Borrion, H. and Griffiths, H. (2015) Classification of loaded/unloaded micro-drones using multistatic radar. Electronics Letters, 51(22), pp. 1813-1815. (doi: 10.1049/el.2015.3038)
Fioranelli, F. , Ritchie, M. and Griffiths, H. (2015) Analysis of Polarimetric Multistatic Human Micro-Doppler Classification of Armed/Unarmed Personnel. In: 2015 Radar Conference (RadarCon), Arlington VA, 10-15 May 2015, 0432-0437. ISBN 9781479982325 (doi: 10.1109/RADAR.2015.7131038)
Fioranelli, F. , Ritchie, M. and Griffiths, H. (2015) Aspect angle dependence and multistatic data fusion for micro-Doppler classification of armed/unarmed personnel. IET Radar, Sonar and Navigation, 9(9), pp. 1231-1239. (doi: 10.1049/iet-rsn.2015.0058)
Fioranelli, F. , Ritchie, M., Griffiths, H. and Balleri, A. (2015) Analysis of Multiband Monostatic and Bistatic Radar Signatures of Wind Turbines. In: 2015 IEEE Radar Conference, Johannesburg, 27-30 Oct 2015, pp. 277-282. ISBN 9781467396554 (doi: 10.1109/RadarConf.2015.7411894)
Inggs, M., Coetzee, S., Griffiths, H., Fioranelli, F. , Ritchie, M. and Woodbridge, K. (2015) Database Design for an Experimental, Dual Band, Polarimetric Radar. In: 2015 IEEE Radar Conference, Johannesburg, 27-30 Oct 2015, pp. 417-421. ISBN 9781467396554 (doi: 10.1109/RadarConf.2015.7411919)
Ritchie, M., Fioranelli, F. , Griffiths, H. and Torvik, B. (2015) Micro-drone RCS Analysis. In: 2015 IEEE Radar Conference, Johannesburg, 27-30 Oct 2015, pp. 452-456. ISBN 9781467396554 (doi: 10.1109/RadarConf.2015.7411926)
Ritchie, M., Fioranelli, F. , Woodbridge, K., Griffiths, H., Daniel, L., De Luca, A., Hristov, S., Gashinova, M. and Cherniakov, M. (2015) Simultaneous Data Collection of Small Maritime Targets Using Multistatic and Forward Scatter Radar. In: 2015 IEEE Radar Conference, Johannesburg, 27-30 Oct 2015, pp. 203-208. ISBN 9781467396554 (doi: 10.1109/RadarConf.2015.7411880)
2014
Fioranelli, F. , Salous, S. and Raimundo, X. (2014) Frequency-modulated interrupted continuous wave as wall removal technique in through-the-wall imaging. IEEE Transactions on Geoscience and Remote Sensing, 52(10), pp. 6272-6283. (doi: 10.1109/TGRS.2013.2295835)
Inggs, M., Griffiths, H., Fioranelli, F. , Ritchie, M. and Woodbridge, K. (2014) Multistatic Radar: System Requirements and Experimental Validation. In: 2014 International Radar Conference (Radar), Lille, 13-17 Oct 2014, pp. 1-6. ISBN 9781479941957 (doi: 10.1109/RADAR.2014.7060435)
Raimundo, X., Salous, S. and Fioranelli, F. (2014) Frequency Modulated Interrupted Continuous Wave Signals in Different Radar Imaging Applications. In: General Assembly and Scientific Symposium (URSI GASS), 2014 XXXIth URSI, Beijing, 16-23 Aug 2014, pp. 1-4. ISBN 9781467352253 (doi: 10.1109/URSIGASS.2014.6929601)
2012
Fioranelli, F. , Salous, S. and Ndip, I. (2012) Optimized Patch-Like Antennas for Through the Wall Radar Imaging and Preliminary Results with Frequency Modulated Interrupted Continuous Wave. In: 2012 International Symposium on Signals, Systems, and Electronics (ISSSE), Potsdam, 3-5 Oct. 2012, pp. 1-5. ISBN 9781467344555 (doi: 10.1109/ISSSE.2012.6374334)
Articles
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)
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)
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., 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)
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)
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)
Turpin, A. et al. (2020) Spatial images from temporal data. Optica, 7(8), pp. 900-905. (doi: 10.1364/OPTICA.392465)
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)
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)
Citoni, B., Fioranelli, F. , Imran, M. A. and Abbasi, Q. (2019) Internet of things and LoRaWAN enabled future smart farming. IEEE Internet of Things Journal, 2(4), pp. 14-19. (doi: 10.1109/IOTM.0001.1900043)
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)
Patel, J. S. , Al-Ameri, C., Fioranelli, F. and Anderson, D. (2019) Multi-time Frequency Analysis and Classification of a Micro Drone Carrying Payloads using Multistatic Radar. Journal of Engineering, 2019(20), pp. 7047-7051. (doi: 10.1049/joe.2019.0551)
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)
Liang, X., Li, H., Wang, W., Liu, Y., Ghannam, R. , Fioranelli, F. and Heidari, H. (2019) Fusion of wearable and contactless sensors for intelligent gesture recognition. Advanced Intelligent Systems, 1(7), 1900088. (doi: 10.1002/aisy.201900088)
Shah, S. A. and Fioranelli, F. (2019) RF sensing technologies for assisted daily living in healthcare: a comprehensive review. IEEE Aerospace and Electronic Systems Magazine, 34(11), pp. 26-44. (doi: 10.1109/MAES.2019.2933971)
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)
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)
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)
Patel, J. , Fioranelli, F. , Ritchie, M. and Griffiths, H. (2019) Fusion of deep representations in multistatic radar networks to counteract the presence of synthetic jamming. IEEE Sensors Journal, 19(15), pp. 6362-6370. (doi: 10.1109/JSEN.2019.2909685)
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)
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)
Chen, Q., Liu, Y., Fioranelli, F. , Ritchie, M., Tan, B. and Chetty, K. (2019) DopNet: A Deep Convolution Neural Network to recognize armed and unarmed human targets. IEEE Sensors Journal, 19(11), pp. 4160-4172. (doi: 10.1109/JSEN.2019.2895538)
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)
Angelov, A., Robertson, A., Murray-Smith, R. and Fioranelli, F. (2018) Practical classification of different moving targets using automotive radar and deep neural networks. IET Radar, Sonar and Navigation, 12(10), pp. 1082-1089. (doi: 10.1049/iet-rsn.2018.0103)
Patel, J. S. , Fioranelli, F. and Anderson, D. (2018) Review of radar classification and RCS characterisation techniques for small UAVs or drones. IET Radar, Sonar and Navigation, 12(9), pp. 911-919. (doi: 10.1049/iet-rsn.2018.0020)
Li, G., Zhang, S., Fioranelli, F. and Griffiths, H. (2018) Effect of sparsity-aware time–frequency analysis on dynamic hand gesture classification with radar micro-Doppler signatures. IET Radar, Sonar and Navigation, 12(8), pp. 815-820. (doi: 10.1049/iet-rsn.2017.0570)
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)
Lan, L., Liao, G., Xu, J., Zhang, Y. and Fioranelli, F. (2018) Suppression approach to main-beam deceptive jamming in FDA-MIMO radar using nonhomogeneous sample detection. IEEE Access, 6, pp. 34582-34597. (doi: 10.1109/ACCESS.2018.2850816)
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)
Patel, J. S. , Fioranelli, F. , Ritchie, M. and Griffiths, H. (2018) Multistatic radar classification of armed vs unarmed personnel using neural networks. Evolving Systems, 9(2), pp. 135-144. (doi: 10.1007/s12530-017-9208-6)
Chen, Z., Li, G., Fioranelli, F. and Griffiths, H. (2018) Personnel recognition and gait classification based on multistatic micro-doppler signatures using deep convolutional neural networks. IEEE Geoscience and Remote Sensing Letters, 15(5), pp. 669-673. (doi: 10.1109/LGRS.2018.2806940)
Cippitelli, E., Fioranelli, F. , Gambi, E. and Spinsante, S. (2017) Radar and RGB-depth sensors for fall detection: a review. IEEE Sensors Journal, 17(12), pp. 3585-3604. (doi: 10.1109/JSEN.2017.2697077)
Fioranelli, F. , Ritchie, M., Gürbüz, S. Z. and Griffiths, H. (2017) Feature diversity for optimized human micro-doppler classification using multistatic radar. IEEE Transactions on Aerospace and Electronic Systems, 53(2), pp. 640-654. (doi: 10.1109/TAES.2017.2651678)
Ritchie, M., Fioranelli, F. , Borrion, H. and Griffiths, H. (2017) Multistatic micro-doppler radar feature extraction for classification of unloaded/loaded micro-drones. IET Radar, Sonar and Navigation, 11(1), pp. 116-124. (doi: 10.1049/iet-rsn.2016.0063)
Fioranelli, F. , Ritchie, M., Balleri, A. and Griffiths, H. (2017) Practical investigation of multiband bistatic and monostatic radar signatures of wind turbines. IET Radar, Sonar and Navigation, 11(6), pp. 909-921. (doi: 10.1049/iet-rsn.2016.0503)
Ritchie, M., Fioranelli, F. , Woodbridge, K., Griffiths, H., Daniel, L., De Luca, A., Hristov, S., Gashinova, M. and Cherniakov, M. (2017) Simultaneous data collection of small maritime targets using multistatic and forward scatter radar. IET Radar, Sonar and Navigation, 11(6), pp. 937-945. (doi: 10.1049/iet-rsn.2016.0526)
Fioranelli, F. , Ritchie, M. and Griffiths, H. (2016) Centroid features for classification of armed/unarmed multiple personnel using multistatic human micro-doppler. IET Radar, Sonar and Navigation, 10(9), pp. 1751-8784. (doi: 10.1049/iet-rsn.2015.0493)
Fioranelli, F. , Balleri, A., Griffiths, H. and Ritchie, M. (2016) Experimental analysis of multistatic multiband radar signatures of wind turbines. IET Radar, Sonar and Navigation, 10(8), pp. 1400-1410. (doi: 10.1049/iet-rsn.2015.0474)
Fioranelli, F. , Ritchie, M., Griffiths, H., Inggs, M. and Sandenbergh, S. (2016) Analysis of polarimetric bistatic sea clutter using the NetRAD radar system. IET Radar, Sonar and Navigation, 10(8), pp. 1356-1366. (doi: 10.1049/iet-rsn.2015.0416)
Fioranelli, F. , Ritchie, M. and Griffiths, H. (2016) Performance analysis of centroid and SVD features for personnel recognition using multistatic micro-Doppler. IEEE Geoscience and Remote Sensing Letters, 13(5), pp. 725-729. (doi: 10.1109/LGRS.2016.2539386)
Fioranelli, F. , Balleri, A., Griffiths, H. and Ritchie, M. (2016) Experimental analysis of multistatic wind turbine radar clutter statistics. Electronics Letters, 52(3), pp. 226-228. (doi: 10.1049/el.2015.3907)
Fioranelli, F. , Ritchie, M. and Griffiths, H. (2015) Classification of unarmed/armed personnel using the NetRAD multistatic radar for micro-Doppler and singular value decomposition features. IEEE Geoscience and Remote Sensing Letters, 12(9), pp. 1933-1937. (doi: 10.1109/LGRS.2015.2439393)
Ritchie, M., Fioranelli, F. , Balleri, A. and Griffiths, H.D. (2015) Measurement and analysis of multiband bistatic and monostatic radar signatures of wind turbines. Electronics Letters, 51(14), pp. 1112-1113. (doi: 10.1049/el.2015.0856)
Fioranelli, F. , Salous, S., Ndip, I. and Raimundo, X. (2015) Through-the-wall detection with gated FMCW signals using optimized patch-like and vivaldi antennas. IEEE Transactions on Antennas and Propagation, 63(3), pp. 1106-1117. (doi: 10.1109/TAP.2015.2389793)
Fioranelli, F. , Ritchie, M. and Griffiths, H. (2015) Multistatic human micro-Doppler classification of armed/unarmed personnel. IET Radar, Sonar and Navigation, 9(7), pp. 857-865. (doi: 10.1049/iet-rsn.2014.0360)
Fioranelli, F. , Griffiths, H. and Ritchie, M. (2015) Personnel recognition based on multistatic micro-Doppler and singular value decomposition features. Electronics Letters, 51(25), pp. 2143-2145. (doi: 10.1049/el.2015.3513)
Fioranelli, F. , Ritchie, M., Borrion, H. and Griffiths, H. (2015) Classification of loaded/unloaded micro-drones using multistatic radar. Electronics Letters, 51(22), pp. 1813-1815. (doi: 10.1049/el.2015.3038)
Fioranelli, F. , Ritchie, M. and Griffiths, H. (2015) Aspect angle dependence and multistatic data fusion for micro-Doppler classification of armed/unarmed personnel. IET Radar, Sonar and Navigation, 9(9), pp. 1231-1239. (doi: 10.1049/iet-rsn.2015.0058)
Fioranelli, F. , Salous, S. and Raimundo, X. (2014) Frequency-modulated interrupted continuous wave as wall removal technique in through-the-wall imaging. IEEE Transactions on Geoscience and Remote Sensing, 52(10), pp. 6272-6283. (doi: 10.1109/TGRS.2013.2295835)
Book Sections
Fioranelli, F. and Le Kernec, J. (2021) Advanced classification techniques for drone payloads. In: Clemente, Carmine, Fioranelli, Francesco, Colone, Fabiola and Li, Gang (eds.) Radar Countermeasures for Unmanned Aerial Vehicles. The Institution of Engineering and Technology. ISBN 9781839531903
Fioranelli, F. and Le Kernec, J. (2020) Contactless radar and RF health monitoring. In: Imran, Muhammad Ali, Ghannam, Rami and Abbasi, Qammer H. (eds.) Engineering and Technology for Healthcare. Wiley-IEEE: Hoboken, NJ, pp. 29-59. ISBN 9781119644248 (doi: 10.1002/9781119644316.ch2)
Shrestha, A., Fioranelli, F. and Le Kernec, J. (2020) Multimodal sensing for assisted living using radar. In: Fioranelli, Francesco, Griffiths, Hugh, Ritchie, Matthew and Balleri, Alessio (eds.) Micro-Doppler Radar and its Applications. Institution of Engineering and Technology (IET): London, UK. ISBN 9781785619335
Griffiths, H.D. and Fioranelli, F. (2017) Bistatic radar configuration for human body and limb motion detection and classification. In: Amin, M. (ed.) Radar for Indoor Monitoring; Detection, Classification and Assessment. CRC Press. ISBN 9781498781985
Ritchie, M., Fioranelli, F. and Borrion, H. (2017) Micro UAV crime prevention: Can we help Princess Leia? In: LeClerc, Benoit and Savona, Ernesto U. (eds.) Crime Prevention in the 21st Century: Insightful Approaches for Crime Prevention Initiatives. Springer: New York, pp. 359-376. ISBN 9783319277912 (doi: 10.1007/978-3-319-27793-6_21)
Research Reports or Papers
Richford, K., Klingbeil, M., Falcone, G. , Jones, A., Seiller, B., Webb, J., Fioranelli, F. , Sabra, G., Griffiths, C. and Tulsidas, H. (2022) Application of the United Nations Framework Classification for Resources to Wind Energy Resources: National Aggregation Case Studies. [Research Reports or Papers]
Conference or Workshop Item
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.
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.
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.
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.
Conference Proceedings
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)
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)
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)
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. , Krasnov, O., Cai, Y., Yarovoy, A., Yun, J. and Anderson, D. (2021) Improving the Simulations of Radar Signatures of Small Drone. In: MSG-SET-183 Specialists' Meeting on Drone Detectability: Modelling the Relevant Signature, 27-29 Apr 2021, ISBN 9789283723578
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)
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)
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)
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)
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)
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)
Yun, J. , Anderson, D. and Fioranelli, F. (2020) Parametric Investigation on Simulated Staring FMCW Radar for Anti-Drone Swarms. In: 2020 IEEE Radar Conference (RadarConf20), Florence, Italy, 21-25 Sep 2020, ISBN 9781728189420 (doi: 10.1109/RadarConf2043947.2020.9266354)
Palamà, R., Fioranelli, F. , Ritchie, M., Inggs, M., Lewis, S. and Griffiths, H. (2020) Measurements of multistatic X&L band radar signatures of UAVs. In: IEEE International Radar Conference, Toulon, France, 30 Sep - 04 Oct 2019, ISBN 9781728126609 (doi: 10.1109/RADAR41533.2019.171389)
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)
Garcia Doherty, H., Cifola, L., Harmanny, R. and Fioranelli, F. (2019) Unsupervised Learning Using Generative Adversarial Networks on Micro-Doppler Spectrograms. In: 16th European Radar Conference (EuRAD 2019), Paris, France, 2-4 Oct 2019, ISBN 9782874870576
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)
Fioranelli, F. , Patel, J. , Gürbüz, S. Z., Ritchie, M. and Griffiths, H. (2019) Multistatic Human Micro-Doppler Classification with Degraded/Jammed Radar Data. In: IEEE Radar Conference, Boston, MA, USA, 22-26 Apr 2019, ISBN 9781728116792 (doi: 10.1109/RADAR.2019.8835618)
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)
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)
Chen, Q., Liu, Y., Fioranelli, F. , Ritchie, M. and Chetty, K. (2019) Eliminate Aspect Angle Variations for Human Activity Recognition Using Unsupervised Deep Adaptation Network. In: IEEE Radar Conference, Boston, MA, USA, 22-26 Apr 2019, ISBN 9781728116792 (doi: 10.1109/RADAR.2019.8835756)
Chen, Z., Li, G., Fioranelli, F. and Griffiths, H. (2019) Dynamic Hand Gesture Classification Based on Multistatic Radar Micro-Doppler Signatures Using Convolutional Neural Network. In: IEEE Radar Conference, Boston, MA, USA, 22-26 Apr 2019, ISBN 9781728116792 (doi: 10.1109/RADAR.2019.8835796)
Li, X., Li, S., Li, H. and Fioranelli, F. (2019) Accuracy Evaluation on the Respiration Rate Estimation using Off-the-shelf Pulse-Doppler Radar. In: IEEE MTT-S 2019 International Microwave Biomedical Conference (IMBioC2019), Nanjing, China, 6-8 May 2019, ISBN 9781538673959 (doi: 10.1109/IMBIOC.2019.8777820)
Shah, S. A. and Fioranelli, F. (2019) Human Activity Recognition: Preliminary Results for Dataset Portability using FMCW Radar. In: 2019 International Radar Conference, Toulon, France, 23-27 Sept 2019, ISBN 9781728126609 (doi: 10.1109/RADAR41533.2019.171307)
Sim, J., Jahangir, M., Fioranelli, F. , Baker, C. and Dale, H. (2019) Effective Ground-truthing of Supervised Machine Learning for Drone Classification. In: IEEE International Radar Conference, Toulon, France, 23-27 Sept 2019, ISBN 9781728126609 (doi: 10.1109/RADAR41533.2019.171322)
Zhao, Y., Zhang, Y. and Fioranelli, F. (2019) Initial Results of Radar-based Classification of Commercial Drone Carrying Small Payloads. In: 2019 International Radar Conference, Toulon, France, 23-27 Sept 2019, ISBN 9781728126609 (doi: 10.1109/RADAR41533.2019.171305)
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)
Rizwan, A., Arshad, K., Fioranelli, F. , Imran, A. and Imran, M. A. (2018) Mobile internet activity estimation and analysis at high granularity: SVR model approach. In: 2018 IEEE 29th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), Bologna, Italy, 09-12 Sep 2018, ISBN 9781538660096 (doi: 10.1109/PIMRC.2018.8581040)
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., 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)
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)
Yang, L., Li, G., Ritchie, M., Fioranelli, F. and Griffiths, H. (2017) Gait Classification Based on Micro-Doppler Features. In: 2016 CIE International Conference on Radar (Radar 2016), Guangzhou, China, 10-13 Oct 2016, (doi: 10.1109/RADAR.2016.8059301)
Zhang, S., Li, G., Ritchie, M., Fioranelli, F. and Griffiths, H. (2017) Dynamic Hand Gesture Classification Based on Radar Micro-Doppler Signatures. In: 2016 CIE International Conference on Radar (Radar 2016), Guangzhou, China, 10-13 Oct 2016, (doi: 10.1109/RADAR.2016.8059518)
Alhuwaimel, S. et al. (2017) First Measurements with NeXtRAD, a Polarimetric X/L Band Radar Network. In: 2017 IEEE Radar Conference (RadarConf), Seattle, WA, USA, 08-12 May 2017, pp. 1663-1668. ISBN 9781467388238 (doi: 10.1109/RADAR.2017.7944474)
Fioranelli, F. , Ritchie, M. and Griffiths, H. (2017) Bistatic Human micro-Doppler Signatures for Classification of Indoor Activities. In: 2017 IEEE Radar Conference (RadarConf), Seattle, WA, USA, 08-12 May 2017, 0610-0615. ISBN 9781467388238 (doi: 10.1109/RADAR.2017.7944276)
Palamà, R., Ritchie, M., Griffiths, H., Miceli, W., Fioranelli, F. , Sandenbergh, S. and Inggs, M. (2017) Correlation Analysis of Simultaneously Collected Bistatic and Monostatic Sea Clutter. In: 2017 IEEE Radar Conference (RadarConf), Seattle, WA, USA, 08-12 May 2017, pp. 1466-1471. ISBN 9781467388238 (doi: 10.1109/RADAR.2017.7944438)
Hoffmann, F., Ritchie, M., Fioranelli, F. , Charlish, A. and Griffiths, H. (2016) Micro-Doppler Based Detection and Tracking of UAVs with Multistatic Radar. In: 2016 IEEE Radar Conference (RadarConf), Philadelphia PA, USA, 2-6 May 2016, (doi: 10.1109/RADAR.2016.7485236)
Palamà, R., Greco, M., Gini, F., Fioranelli, F. , Ritchie, M. and Griffiths, H. (2016) Copolar Calibration of Multistatic Radar in the Presence of Multipath. In: 2016 IEEE Radar Conference (RadarConf), Philadelphia PA, USA, 2-6 May 2016, (doi: 10.1109/RADAR.2016.7485182)
Ritchie, M., Fioranelli, F. , Griffiths, H. and Torvik, B. (2016) Monostatic and Bistatic Radar Measurements of Birds and Micro-drone. In: 2016 IEEE Radar Conference (RadarConf), Philadelphia PA, USA, 2-6 May 2016, pp. 1-5. (doi: 10.1109/RADAR.2016.7485182)
Fioranelli, F. , Ritchie, M. and Griffiths, H. (2015) Analysis of Polarimetric Multistatic Human Micro-Doppler Classification of Armed/Unarmed Personnel. In: 2015 Radar Conference (RadarCon), Arlington VA, 10-15 May 2015, 0432-0437. ISBN 9781479982325 (doi: 10.1109/RADAR.2015.7131038)
Fioranelli, F. , Ritchie, M., Griffiths, H. and Balleri, A. (2015) Analysis of Multiband Monostatic and Bistatic Radar Signatures of Wind Turbines. In: 2015 IEEE Radar Conference, Johannesburg, 27-30 Oct 2015, pp. 277-282. ISBN 9781467396554 (doi: 10.1109/RadarConf.2015.7411894)
Inggs, M., Coetzee, S., Griffiths, H., Fioranelli, F. , Ritchie, M. and Woodbridge, K. (2015) Database Design for an Experimental, Dual Band, Polarimetric Radar. In: 2015 IEEE Radar Conference, Johannesburg, 27-30 Oct 2015, pp. 417-421. ISBN 9781467396554 (doi: 10.1109/RadarConf.2015.7411919)
Ritchie, M., Fioranelli, F. , Griffiths, H. and Torvik, B. (2015) Micro-drone RCS Analysis. In: 2015 IEEE Radar Conference, Johannesburg, 27-30 Oct 2015, pp. 452-456. ISBN 9781467396554 (doi: 10.1109/RadarConf.2015.7411926)
Ritchie, M., Fioranelli, F. , Woodbridge, K., Griffiths, H., Daniel, L., De Luca, A., Hristov, S., Gashinova, M. and Cherniakov, M. (2015) Simultaneous Data Collection of Small Maritime Targets Using Multistatic and Forward Scatter Radar. In: 2015 IEEE Radar Conference, Johannesburg, 27-30 Oct 2015, pp. 203-208. ISBN 9781467396554 (doi: 10.1109/RadarConf.2015.7411880)
Inggs, M., Griffiths, H., Fioranelli, F. , Ritchie, M. and Woodbridge, K. (2014) Multistatic Radar: System Requirements and Experimental Validation. In: 2014 International Radar Conference (Radar), Lille, 13-17 Oct 2014, pp. 1-6. ISBN 9781479941957 (doi: 10.1109/RADAR.2014.7060435)
Raimundo, X., Salous, S. and Fioranelli, F. (2014) Frequency Modulated Interrupted Continuous Wave Signals in Different Radar Imaging Applications. In: General Assembly and Scientific Symposium (URSI GASS), 2014 XXXIth URSI, Beijing, 16-23 Aug 2014, pp. 1-4. ISBN 9781467352253 (doi: 10.1109/URSIGASS.2014.6929601)
Fioranelli, F. , Salous, S. and Ndip, I. (2012) Optimized Patch-Like Antennas for Through the Wall Radar Imaging and Preliminary Results with Frequency Modulated Interrupted Continuous Wave. In: 2012 International Symposium on Signals, Systems, and Electronics (ISSSE), Potsdam, 3-5 Oct. 2012, pp. 1-5. ISBN 9781467344555 (doi: 10.1109/ISSSE.2012.6374334)
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. .
Research datasets
2019
Fioranelli, F. , Shah, S. A. , Li, H., Shrestha, A., Yang, S. and Le Kernec, J. (2019) Radar signatures of human activities. [Data Collection]