Mr Aman Shrestha

  • Demonstrator (School of Engineering)

Publications

List by: Type | Date

Jump to: 2020 | 2019 | 2018 | 2017
Number of items: 15.

2020

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)

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. IET. ISBN 9781785619335 (Accepted for Publication)

2019

Li, H., Liang, X., Shrestha, A., Liu, Y., Heidari, H. , Le Kernec, J. and Fioranelli, F. (2019) Hierarchical sensor fusion for micro-gestures recognition with pressure sensor array and radar. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, (doi: 10.1109/JERM.2019.2949456) (Early Online Publication)

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)

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)

2018

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)

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)

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)

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)

This list was generated on Thu Jun 4 07:58:38 2020 BST.
Number of items: 15.

Articles

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)

Li, H., Liang, X., Shrestha, A., Liu, Y., Heidari, H. , Le Kernec, J. and Fioranelli, F. (2019) Hierarchical sensor fusion for micro-gestures recognition with pressure sensor array and radar. IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, (doi: 10.1109/JERM.2019.2949456) (Early Online Publication)

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., 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)

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)

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)

Book Sections

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. IET. ISBN 9781785619335 (Accepted for Publication)

Conference Proceedings

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)

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)

This list was generated on Thu Jun 4 07:58:38 2020 BST.

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 Jun 4 05:37:43 2020 BST.