Personal profile
Research interests
Professor Gashinova is the Head of Pervasive Sensing Group within the renowned Microwave Integrated Systems Laboratory, with the international leadership and growing portfolio of research in three main directions:
Sensing for vehicle autonomy
Since 2011 she has built a significant research portfolio on radar sensing for autonomous platforms with funding from EPSRC (PathCAD project: EP/N012372/1) and Innovate UK (COgnitive REal time SENsing SystEm for autonomous vehicles - CORTEX and CO-Existence Simulation MOdeling of Radar for Self-Driving – COSMOS), where the focus is on development of new sensing strategy which re-define and transform traditional radar archetype into novel cognitive radar “vision” sensing modality of high agility, adaptability and unparalleled performance to provide situational awareness (SA) of ground vehicles, owing to advances in mmWave and sub-THz electronics and AI.
She was a lead of one of UoB REF 2021 Impact Case Studies on The Development of Advanced Driver Assistance Systems using Novel Radar Sensing Technology.
She is an internationally recognised expert in the area, member of EU and UK funding panels within automotive and civil applications domains, regular track domain chair of IEEE, IET and EU radar conferences.
Space Domain Awareness
In 2019 she have started a brand new research on multi-dimensional Inverse Synthetic Aperture Imagery (ISAR) and AI-based Recognition of Space Residents from space-borne platforms to provide Space Domain Awareness (SDA), which went from feasibility studies (SubTERIS and MARS projects funded by Defence and Security Accelerator) to full scale fundamental multi-disciplinary research, with recent project funded by EPSRC (EP/Y022092/1) on Multi-dimensional quantum-enabled sub-THz Space-Borne ISAR sensing for space domain awareness and critical infrastructure monitoring which will serve as a benchmark of the future in-orbit sensing capabilities development.
THz sensing
The core technology at the heart of Prof. Gashinova research is related to mm-wave/and sub-THz frequency regions. While this spectrum has traditionally been associated with the proximity or very short range applications, Marina’s group have pushed its boundaries beyond mainstream research to demonstrate the advantages of use of such frequencies for medium and long range sensing and imaging and until now we retain the leadership in the area. This research has started in 2011 with TeraSEN programme, funded by JLR, followed by prestigious PathCad project within EPSRC/JLR TASCC programme, and currently Prof Gashinova leads an EPSRC projects on development of THz sensing for autonomous marine crafts and mm-wave and sub-THz Inverse Synthetic Aperture Radar for SDA (EP/Y022092/1).
Academic Standing
Professor Gashinova is Associate Editor of “IEEE Transactions on Aerospace and Electronic Systems (IEEE TAES)”. In 2018 she served as a Guest editor of IET Radar Sonar and Navigation on Special issue: Toward Autonomy”. She is TPC member, track/domain chair of EUMW, IEEE and IET Radar conferences, also serving as a reviewer, award panel member, regular session chairperson. She is a member of executive steering board of EMSIG community (the Electromagnetic Systems Interest Group) which is the consolidated platform, representing the whole UK radar research environment, across academia, industry and government. She is the founding chair of two EMSIG Focus Groups: MODEST (Modern Trends in Medium and Short Range sensing) and Radar for Space with research participants from UK academia and industry. She serves as a Member of EPSRC ICT panels as well as panels in EU and Canada. She is a supervisor of 5-7 PhD students and 15 who completed and all successfully pursue their carrier in industry and academia.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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SDG 13 Climate Action
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SDG 14 Life Below Water
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Collaborations and top research areas from the last five years
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Spin Estimation and 3D Geometry Reconstruction using Multi-perspective Space-borne Sub-THz Interferometric Inverse Synthetic Aperture Radar
Zhang, B., Gashinova, M. & Martorella, M., 23 Jan 2026, (Unpublished) In: IEEE Transactions on Radar Systems.Research output: Contribution to journal › Article › peer-review
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Toward Co-Operative Space Domain Awareness (CoSDA): Space-Based Sub-THz Inverse Synthetic Aperture Radar
Jones, G., Coe, M., Hart, T., Alconcel, L.-N. & Gashinova, M., 17 Feb 2026, In: IEEE Transactions on Aerospace and Electronic Systems. 62, p. 2728-2739 12 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile26 Downloads (Pure) -
Burg-Aided 2D MIMO Array Extrapolation for Improved Spatial Resolution
Bekar, M., Bekar, A., Pirkani, A., Baker, C. J. & Gashinova, M., 11 Oct 2025, In: Sensors. 25, 20, 23 p., 6310.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Downloads (Pure) -
Co-operative Optical and Inverse Synthetic Aperture Radar (ISAR) Systems for High-Resolution In-Orbit Conditional Monitoring of Satellites
Alconcel, L. S., Beesley, L., Jones, G., Gashinova, M. & Coe, M., 23 Oct 2025, Advanced Maui Optical and Space Surveillance Technologies Conference: Technical Papers – 2025. AMOS Digital Library, 9 p. (AMOS conference proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile36 Downloads (Pure) -
High-Resolution Augmented Multimodal Sensing of Distributed Radar Network
Pirkani, A., Kumar, D., Hoare, E., Bekar, M., Reeves, N., Cherniakov, M. & Gashinova, M., 19 Jun 2025, In: IEEE Transactions on Radar Systems. 3, p. 905-918 14 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile150 Downloads (Pure)
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AI enabled Satellite Morphological Inference from space multidimentional ISAR Data
Martorella, M. (Co-Investigator) & Gashinova, M. (Principal Investigator)
24/11/25 → 9/03/27
Project: Other Government Departments
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Thales IDLA PhD - industrial sponsor component
Antoniou, M. (Principal Investigator) & Gashinova, M. (Co-Investigator)
1/10/25 → 30/09/29
Project: Industry
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Repair and Evaluation of aerospace Products LinEside, Near wing, and In SHop (REPLENISH)
Norouzian, F. (Principal Investigator), Jelfs, B. (Co-Investigator), Cherniakov, M. (Co-Investigator) & Gashinova, M. (Co-Investigator)
1/07/24 → 31/12/27
Project: Research
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Multi-dimensional quantum-enabled sub-THz Space-Borne ISAR sensing for space domain awareness and critical infrastructure monitoring - SBISAR
Gashinova, M. (Principal Investigator), Cherniakov, M. (Co-Investigator), Antoniou, M. (Researcher), Alconcel, L.-N. (Co-Investigator), Styles, I. (Co-Investigator) & Martorella, M. (Co-Investigator)
Engineering & Physical Science Research Council
1/05/24 → 31/10/27
Project: Research Councils
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Feasibility Research Detection of Weapon
Cherniakov, M. (Researcher), Norouzian, F. (Principal Investigator), Gashinova, M. (Researcher) & Jelfs, B. (Researcher)
Network Rail Infrastructure Ltd
9/10/23 → 30/09/24
Project: Industry
Datasets
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STREAM: Multi-sensor dataset for maritime situational awareness
Gashinova, M. (Creator), Daniel, L. (Creator), Kumar, D. (Creator), Cherniakov, M. (Creator), Hoare, E. (Creator), Harris, S. (Creator), Marchetti, E. (Creator), Pirkani, A. (Creator) & Stove, A. (Creator), University of Birmingham, 15 Mar 2022
DOI: 10.25500/edata.bham.00000807
Dataset
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76-81 GHz Millimeter Wave Radar Sea Surface and Maritime Target Measurements
Daniel, L. (Creator), Kumar, D. (Creator), Hoare, E. (Creator), Stove, A. (Creator) & Gashinova, M. (Creator), University of Birmingham, 16 Mar 2021
DOI: 10.25500/edata.bham.00000626
Dataset
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COSMOS dataset for co-existence/ interference analysis and simultaneous scene representation by automotive radar and video with GPS/IMU ground truth
Pirkani, A. (Creator), Pooni, S. (Creator), Cassidy, S. (Creator), Hoare, E. (Creator), Marchetti, E. (Creator), Gashinova, M. (Creator) & Cherniakov, M. (Creator), University of Birmingham, 19 Jan 2022
DOI: 10.25500/edata.bham.00000777
Dataset
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COSMOS 'Adaptive Cruise Control (ACC) dataset' for co-existence/ interference analysis and simultaneous scene representation by automotive radar and video
Pirkani, A. (Creator) & Gashinova, M. (Creator), University of Birmingham, 1 Mar 2022
DOI: 10.25500/edata.bham.00000800
Dataset
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COSMOS 'Cross Traffic Alert (CTA) dataset' for co-existence/ interference analysis and simultaneous scene representation by automotive radar and video.
Pirkani, A. (Creator) & Gashinova, M. (Creator), University of Birmingham, 1 Mar 2022
DOI: 10.25500/edata.bham.00000801
Dataset