Short Biography

She is a professor and doctoral supervisor at Beihang University, and a recipient of the China Youth Science and Technology Award. Her research primarily centers on positioning and navigation technology and medical signal processing, spanning areas such as spacecraft celestial navigation, satellite navigation, inertial navigation, visual navigation, as well as medical signal processing—including medical image processing, brain-computer interfaces, and magnetoencephalography (MEG) signal analysis. She has authored four academic monographs, two high-quality textbooks, and published over 100 SCI-indexed papers, which have garnered more than 2,000 citations. In addition, she has led two projects that received first-class prizes at the provincial level.

Research Area

1. Navigation technology, covering spacecraft astronomical navigation, satellite navigation, inertial navigation, visual navigation and medical navigation.

2. Medical signal processing, including medical image processing, brain-computer interface, and magnetoencephalographic signal processing.

Courses

1. 《Cardiac and Cerebral Magnetic Signal Processing and Medical Applications》

2. 《Basic Experiments on Cardiac and Cerebral Magnetic Measurement》

3. 《Kalman Filtering and Integrated Navigation》

4. 《Principles and Methods of Spacecraft Astronomical Navigation》 

Papers & Books 

1. X. Fu, ..., Xiaolin Ning*. "Magnetic source imaging registration based on self-supervised learning and multi-view differentiable rendering." Information Fusion, 2025.

2. F. Wang, ..., Xiaolin Ning*. "Repairbads: An automatic and adaptive method to repair bad channels and segments for OPM-MEG." NeuroImage, 2025.

3. F. Wang, ..., Xiaolin Ning*. "Repairbads: An automatic and adaptive method to repair bad channels and segments for OPM-MEG." NeuroImage, 2025.

4. W. Li, ..., Xiaolin Ning*. "Source Extent Estimation in OPM-MEG: A Two-Stage Champagne Approach." IEEE Transactions on Medical Imaging, 2025.

5. C. Liu, ..., Xiaolin Ning*. "Decoding the Spatiotemporal Dynamics of Neural Response Similarity in Auditory Processing: A Multivariate Analysis Based on OPM‐MEG." Human Brain Mapping, 2025.

6. X. Fu, ..., Xiaolin Ning*. "Detection of Brain Mid-Sagittal Plane Based on Progressive Semi-Supervised Pixel Classification Algorithm." IEEE Journal of Biomedical and Health Informatics, 2025.

7. R. Wang, ..., Xiaolin Ning*. "CrossLGNet: Enhanced Feature Extraction for Magnetocardiography via Local Prediction and Global Comparison Self-Supervised Learning." Expert Systems with Applications, 2025.

8. Y. Yang, ..., Xiaolin Ning*. "Multi-path navigation method using solar panel-reflected solar oscillations for Earth satellites." Science China Information Sciences, 2024.

9. F. Cao, ..., Xiaolin Ning*. "Optical Co-Registration Method of Triaxial OPM-MEG and MRI." IEEE Transactions on Medical Imaging, 2023.

10. G. Song, ..., Xiaolin Ning*. "A new SINS/RCNS integrated navigation method based on star pixel coordinates." Science China Information Sciences, 2023.