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

Galileo Masters EUSPA Space for FUN Challenge (2nd place): Recipient; 8/11/2021
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

More prizes and awards

Publications

Robustness of deep neural networks for micro-Doppler radar classification: Czerkawski Mikolaj, Clemente Carmine, Michie Craig, Andonovic Ivan, Tachtatzis Christos; International Radar Symposium 2022, pp. 1-6 (2022)
Super-resolution of synthetic aperture radar complex data by deep-learning: Addabbo Pia, Bernardi Mario Luca, Biondi Filippo, Cimitile Marta, Clemente Carmine, Fiscante Nicomino, Giunta Gaetano, Orlando Danilo; 2022 IEEE 9th International Workshop on Metrology for AeroSpace (MetroAeroSpace) 2022 IEEE 9th International Workshop on Metrology for AeroSpace (MetroAeroSpace) IEEE International Workshop on Metrology for Aerospace (MetroAeroSpace), pp. 237-241 (2022); https://doi.org/10.1109/metroaerospace54187.2022.9856157
On input formats for radar Micro-Doppler signature processing by convolutional neural networks: Czerkawski Mikolaj, Clemente Carmine, Michie Craig, Tachtatzis Christos; Radar 2022, International Conference on Radar Systems, pp. 1-6 (2022)
Innovative solutions based on the EM-algorithm for covariance structure detection and classification in polarimetric SAR images: Han Sudan, Addabbo Pia, Biondi Filippo, Clemente Carmine, Orlando Danilo, Ricci Giuseppe; IEEE Transactions on Aerospace and Electronic Systems, pp. 1-20 (2022); https://doi.org/10.1109/TAES.2022.3183965
Neural weight step video compression: Czerkawski Mikolaj, Cardona Javier, Atkinson Robert, Michie Craig, Andonovic Ivan, Clemente Carmine, Tachtatzis Christos; NeurIPS 2021 Pre-Registration Workshop (2021)
Bearing estimation of low probability of intercept sources via polynomial matrices and sparse linear arrays: Coventry William, Clemente Carmine, Soraghan John, Cade Neil; IET Radar Sonar and Navigation Vol 15, pp. 1408-1419 (2021); https://doi.org/10.1049/rsn2.12133

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

NEU4SST – Neuromorphic Processing for Space Surveillance and Tracking: Di Caterina, Gaetano (Principal Investigator) Clemente, Carmine (Co-investigator) Macdonald, Malcolm (Co-investigator) Kirkland, Paul (Research Co-investigator); 15-Jan-2022 - 15-Jan-2022
Intercontinental Radar bistatic System (IRIS): Ilioudis, Christos (Principal Investigator) Clemente, Carmine (Co-investigator) Vasile, Massimiliano (Co-investigator); 04-Jan-2022 - 31-Jan-2022
Artificial Intelligence for Space Surveillance and Tracking (AI4SST) NSTP: Vasile, Massimiliano (Principal Investigator) Clemente, Carmine (Co-investigator); 08-Jan-2021 - 31-Jan-2022
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
Advanced Maritime Targets Recognition from SAR images exploiting target's micro motions and: Clemente, Carmine (Principal Investigator) Ilioudis, Christos (Co-investigator); 28-Jan-2020 - 30-Jan-2023

More projects

Address

Electronic and Electrical Engineering
Royal College Building

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