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 RF 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 include Automatic Target Recognition, Multi-static, MIMO , Passive and Cognitive radars, Electronic Surveillance, Earth Observation, machine learning, AI, 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.
Area of Expertise
- Signal Processing
- Statistical Signal Processing
- Machine learning and AI
- Radar Signal Processing
- Multistatic and MIMO Radar
- Synthetic Aperture Radar
- SAR Polarimetry
- Micro-Doppler modeling, analysis and applications
- Automatic Target Recognition
- CFAR detection from Synthetic Aperture Radar
Prize 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
Qualifications
PhD in Electronic & Electrical Engineering, University of Strathclyde
Senior Meember IEEE
Chair of the Advanced Signal Processing for Radar and Electronic Warfare of the EMSIG- The UK Radar Society
Member of the Steering Commitee of the EMSIG-The UK Radar Society
Publications
- Neural knitworks : patched neural implicit representation networks
- Czerkawski Mikolaj, Cardona Javier, Atkinson Robert, Michie Craig, Andonovic Ivan, Clemente Carmine, Tachtatzis Christos
- Pattern Recognition Vol 151 (2024)
- https://doi.org/10.1016/j.patcog.2024.110378
- Guest Editorial: Selected papers from RADAR 2022—International Conference on Radar Systems (Edinburgh, UK)
- Clemente Carmine, Balleri Alessio
- IET Radar Sonar and Navigation Vol 18, pp. 3-6 (2024)
- https://doi.org/10.1049/rsn2.12527
- A cross-cross-correlation based method for joint coregistration of rotated multitemporal synthetic aperture radar images
- Parra Garcia Laura, Pallotta Luca, Clemente Carmine, Giunta Gaetano, Soraghan John J
- IET Radar Sonar and Navigation Vol 18, pp. 198-209 (2024)
- https://doi.org/10.1049/rsn2.12493
- Enhancing micro-Doppler classification using Superlet based time-frequency distribution
- Mignone Luca, Ilioudis Christos, Clemente Carmine, Ullo Silvia
- IEEE Transactions on Aerospace and Electronic Systems Vol 59, pp. 9831-9838 (2023)
- https://doi.org/10.1109/TAES.2023.3312064
- Monitoring ship emissions using Sentinel-5P and AIS data
- Werkmeister Astrid A, Carrel Andrew, Porwal Netan, Clemente Carmine, Macdonald Malcolm
- Earth Resources and Environmental Remote Sensing/GIS Applications XIV (2023)
- https://doi.org/10.1117/12.2678424
- Performance analysis of ground-based long baseline radar distributed systems for space situational awareness
- Díaz Riofrío Sebastián, Da Graça Marto Simão, Ilioudis Christos, Vasile Massimiliano, Clemente Carmine
- IET Radar Sonar and Navigation, pp. 1-12 (2023)
- https://doi.org/10.1049/rsn2.12477
Teaching
Digital Signal Processing Principles
Assignment and Professional Studies
Research Interests
My research interests are 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, waveform design, machine learning and AI applied to radars, passive radar, multi-static radars, novel radar concepts, electronic surveillance and electronic countermeasures.
Projects
- AI for Space Operations, Safety and Sustainability (A14S3)
- Vasile, Massimiliano (Principal Investigator) Clemente, Carmine (Co-investigator) Feng, Jinglang (Co-investigator) Maddock, Christie (Co-investigator) Marshall, Stephen (Co-investigator) Murray, Paul (Co-investigator) Riccardi, Annalisa (Co-investigator)
- 01-Jan-2024 - 31-Jan-2025
- Evolution of 5G Passive Sensing and Counter Measures
- Ilioudis, Christos (Principal Investigator) Clemente, Carmine (Co-investigator)
- 01-Jan-2023 - 31-Jan-2024
- Offshore Servicing Coordination & Assessment with Remote Sensing (OSCAR)
- Macdonald, Malcolm (Principal Investigator) Clemente, Carmine (Co-investigator)
- 01-Jan-2023 - 15-Jan-2025
- SAR consultancy to UCD
- Clemente, Carmine (Principal Investigator) Macdonald, Malcolm (Co-investigator) Werkmeister, Astrid (Co-investigator)
- 01-Jan-2023 - 30-Jan-2025
- ESA -EO4SECURITY - SAR ISAR
- Clemente, Carmine (Principal Investigator)
- 20-Jan-2023 - 19-Jan-2024
- EO4SECURITY-MicroDoppler
- Clemente, Carmine (Principal Investigator) Macdonald, Malcolm (Co-investigator) Tubaldi, Enrico (Co-investigator)
- 07-Jan-2023 - 06-Jan-2024
Contact
Dr
Carmine
Clemente
Reader
Electronic and Electrical Engineering
Email: carmine.clemente@strath.ac.uk
Tel: 548 2514