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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