Dr Carmine Clemente

Reader

Electronic and Electrical Engineering

Personal statement

I am a Reader at the University of Strathclyde working on Sensor Signal Processing.  In particular my research is focussed on sensor signal processing for defence and civilian applications, with a specific interest on Radar signal processing. I am currently involved in defence projects, collaborating with governmental institutions,  industries and  universities from the USA, China and Europe. 
My research portfolio comprise Automatic Target Recognition, Multi-static, MIMO , Passive and Cognitive radars and all the techniques that can be classified as emerging radar techniques. Furthermore I am interested in transferring  the solutions developed in the defence and security scenarios to other fields such as industrial condition monitoring and bio-medical signal processing.

Expertise

Has expertise in:

    • Signal Processing
    • Statistical Signal Processing
    • Radar Imaging
    • Multistatic Radar
    • Micro-Doppler analysis
    • Automatic Target Recognition
    • CFAR detection from Synthetic Aperture Radar

Prizes and awards

2nd place in Copernicus Masters 2020: BMVI Transport Challenge
Recipient
8/12/2020
Finalist in E&T Innovation Awards 2020
Recipient
19/11/2020
Best Paper at the Radar Session of the Metrology For Aerospace Workshop 2020 with the paper " Gait Recognition using FMCW Radar and Deep Convolutional Neural Network"
Recipient
2020
Best Paper Award at the Sensor Signal Processing for Defence Conference with the paper entitled ”Polynomial Root-MUSIC Algorithm for Efficient Broadband Direction Of Arrival Estimation ”
Recipient
12/2017
EUROPEAN SATELLITE NAVIGATION COMPETITION- OVERALL
Recipient
25/10/2016
EUROPEAN SATELLITE NAVIGATION COMPETITION -UK
Recipient
30/8/2016

More prizes and awards

Publications

Interference motion removal for Doppler radar vital sign detection using variational encoder-decoder neural network
Czerkawski Mikolaj, Ilioudis Christos, Clemente Carmine, Michie Craig, Andonovic Ivan, Tachtatzis Christos
2021 IEEE Radar Conference (2021)
A track-before-detect strategy based on sparse data processing for air surveillance radar applications
Fiscante Nicomino, Addabbo Pia, Clemente Carmine, Biondi Filippo, Giunta Gaetano, Orlando Danilo
Remote Sensing Vol 13 (2021)
https://doi.org/10.3390/rs13040662
Automatic target recognition in low resolution foliage penetrating SAR using CNNs and GANs
Vint David, Anderson Matthew, Yang Yuhao, Ilioudis Christos, Di Caterina Gaetano, Clemente Carmine
Remote Sensing Vol 13 (2021)
https://doi.org/10.3390/rs13040596
Temporal convolutional neural networks for radar micro-Doppler based gait recognition
Addabbo Pia, Bernardi Mario Luca, Biondi Filippo, Cimitile Marta, Clemente Carmine, Orlando Danilo
Sensors Vol 21 (2021)
https://doi.org/10.3390/s21020381
Assessment of Micro-Doppler based road targets recognition based on co-operative multi-sensor automotive radar applications
Striano Pasquale, Ilioudis Christos V, Clemente Carmine, Soraghan John J
2020 IEEE Radar Conference (RadarConf20) IEEE Radar Conference 2020 (2020)
https://doi.org/10.1109/RadarConf2043947.2020.9266542
Radar based deep learning technology for loudspeaker faults detection and classification
Izzo A, Clemente C, Ausiello L, Soraghan JJ
2020 IEEE Radar Conference (RadarConf20) IEEE Radar Conference 2020 (2020)
https://doi.org/10.1109/RadarConf2043947.2020.9266409

More publications

Research interests

My research interests lies in: signal processing, statistical signal processing, sparse representation, image processing,  advanced radar techniques, micro-Doppler signature analsysis and extraction, Automatic Target Recognition, MIMO radar signal processing and waveform design. 

Projects

Synthetic Aperture based Multipath Doppler Detection - James McCleary
Clemente, Carmine (Principal Investigator) Ilioudis, Christos (Co-investigator)
01-Jan-2020 - 30-Jan-2023
Doctoral Training Partnership 2018-19 University of Strathclyde | Caddick, Rory
Clemente, Carmine (Principal Investigator) Ilioudis, Christos (Co-investigator) Caddick, Rory (Research Co-investigator)
01-Jan-2020 - 01-Jan-2024
SST-UKSA-DORBIT-NORSS
Vasile, Massimiliano (Principal Investigator) Clemente, Carmine (Co-investigator) Ilioudis, Christos (Research Co-investigator)
01-Jan-2020 - 31-Jan-2021
3 Dimensional Phased Array Antenna for Active and Passive Debris Detection and Tracking
Vasile, Massimiliano (Principal Investigator) Clemente, Carmine (Co-investigator)
01-Jan-2020 - 28-Jan-2023
Fostering Precision Agriculture and Livestock Farming through Secure Access to Large-Scale HPC-Enabled Virtual Industrial Experimentation Environment Empowering Scalable Big Data Analytics (H2020-ICT-2018-2020) (CYBELE) | Czerkawski, Mikolaj
Tachtatzis, Christos (Principal Investigator) Clemente, Carmine (Co-investigator) Czerkawski, Mikolaj (Research Co-investigator)
01-Jan-2019 - 01-Jan-2023
Doctoral Training Partnership 2018-19 University of Strathclyde | Czerkawski, Mikolaj
Tachtatzis, Christos (Principal Investigator) Clemente, Carmine (Co-investigator) Czerkawski, Mikolaj (Research Co-investigator)
01-Jan-2019 - 01-Jan-2023

More projects

Address

Electronic and Electrical Engineering
Royal College Building

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