Research Interests

Main Research Directions:

Signal reconnaissance and intelligent recognition based on electromagnetic semantic models

Integrated UAV-borne SAR-ISAR imaging and positioning

Time-space-frequency multi-domain joint intelligent perception and weak signal enhancement

Clutter modelling and suppression based on deep generative models

Cross-media imaging methods based on subspace iteration

Projects as Core Participant:

National Key R&D Programme: Intelligent processing methods for complex signals based on auditory attention mechanism, 2024.12-2029.12

State Key Laboratory Project: New concepts, mechanisms and methods for XXXX short-pulse imaging recognition, 2024.12-2026.11

NSFC International Cooperation and Exchange Project: Intelligent detection technology based on integrated sensing and communication enhanced electromagnetic feature learning, 2025.01-2029.12

Huawei Technology Development Project: Complex scene clutter learning technology cooperation project, 2024.09-2025.09

Huawei Technology Development Project: Parameter estimation and material recognition technology based on electromagnetic characteristic inversion, 2024.07-2025.07

NSFC Major Programme: Lunar exploration and geological process inversion using microwave imaging radar, 2025.01-2029.12 (participant)

NSFC Joint Fund Project: Intelligent perception and robust detection of complex terrain radar integrating electromagnetic scattering mechanisms, 2022.01-2025.12 (participant)

NSFC Major Programme: Microwave vision-based SAR 3D imaging theory and methods, 2020.01-2024.12 (participant, completed)

Academic Service

Remote Sensing Editorial Board Section Board Member

https://www.mdpi.com/journal/remotesensing/editors?p age_no=32

Awards and Honours

First Prize, Shanghai “Internet+” College Student Innovation and Entrepreneurship Competition (“Next-Generation Intelligent Sensor Solution”), 2020

First Prize, 15th GeeDee Cup Graduate Electronic Design Competition (“Microwave Sentinel Alert System”), 2020

National Bronze Award, China “Internet+” College Student Innovation and Entrepreneurship Competition (“VCSEL-Based LiDAR System Integrated Chip”), 2019

Education and Work Experience

Sept. 2010 – Jul. 2014: B.Eng. in Electronic Science and Technology, Xidian University

Sept. 2015 – Jul. 2018: M.Eng. in Electronic and Communication Engineering, Xidian University

Sept. 2018 – Aug. 2022: Ph.D. in Electronics and Information, Fudan University

Oct. 2022 – Oct. 2023: Postdoctoral Fellow, National University of Singapore

Nov. 2023 – present: Special Assistant Research Fellow, Fudan University

Teaching

Course Title: Radar Imaging and Target Recognition

Course Code: INFO630158.01

Instructor(s): Luo Meiyixiang, Fu Haiyang

School/Department: College of Future Information Technology

Course Introduction:

This course is taught in Chinese/English and covers complete radar design concepts including radar systems, radar signals, radar imaging, and radar processing. Focuses on principles such as radar equations, pulse compression and matched filtering, radar scattering, synthetic aperture radar imaging, and radar target detection.

Selected Publications

1. Journal Articles

Ø Y. Luomei and F. Xu, "Segmental Aperture Imaging Algorithm for Multirotor UAV-Borne MiniSAR," in IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-18, 2023, Art no. 5202318, doi: 10.1109/TGRS.2023.3238166.

Ø Y. Luomei, F. Xu, F. Wang and Y. Dong, "Demonstration of Simultaneous Localization and Imaging With Multirotor-Borne MiniSAR," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 15, pp. 6548-6558, 2022, doi: 10.1109/JSTARS.2022.3190940.

Ø Luomei Y , Yin T, Tan K, et al. Geometric approach for determining stationary phase points in radar imaging[J]. Inverse Problems, 2024, doi: 10.1088/1361-6420/ad2530.

Ø Z. Xia, Y. Luomei , C. Zhou and F. Xu, "Multidimensional Feature Representation and Learning for Robust Hand-Gesture Recognition on Commercial Millimeter-Wave Radar," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2020.3010880.

Ø J. Wei, Y. Luomei , X. Zhang and F. Xu, "Learning Surface Scattering Parameters From SAR Images Using Differentiable Ray Tracing," in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-15, 2024, Art no. 2006415, doi: 10.1109/TGRS.2024.3459620.

2. Conference Papers

Ø Y. Luomei and F. Xu, "Real-Time Implementation of Segmental Aperture Imaging Algorithm for Multirotor-Borne Minisar," IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 2022, pp. 4529-4532, doi: 10.1109/IGARSS46834.2022.9883374.

Ø Y. Luomei and F. Xu, "Motion Compensation for Multirotors Minisar System," 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Brussels, Belgium, 2021, pp. 5143-5146, doi: 10.1109/IGARSS47720.2021.9553707.