Research Article
Multi Target Tracking Method for Rail Transit Crossing Based on Transient Electromagnetic Radar
@INPROCEEDINGS{10.1007/978-3-031-50546-1_12, author={Qing Shi and Jian Nie}, title={Multi Target Tracking Method for Rail Transit Crossing Based on Transient Electromagnetic Radar}, proceedings={Advanced Hybrid Information Processing. 7th EAI International Conference, ADHIP 2023, Harbin, China, September 22-24, 2023, Proceedings, Part II}, proceedings_a={ADHIP PART 2}, year={2024}, month={3}, keywords={Transient electromagnetic radar Track Traffic lane Fork Multi target tracking}, doi={10.1007/978-3-031-50546-1_12} }- Qing Shi
Jian Nie
Year: 2024
Multi Target Tracking Method for Rail Transit Crossing Based on Transient Electromagnetic Radar
ADHIP PART 2
Springer
DOI: 10.1007/978-3-031-50546-1_12
Abstract
Conventional multi-target tracking methods for rail transit crossings mainly use the Deep SORT tracking detector to measure the tracking Mahalanobis distance, which is vulnerable to the dynamic change of target tracking state, resulting in low accuracy of multi-target tracking. Therefore, a new multi-target tracking method for rail transit crossings needs to be designed based on transient electromagnetic radar. That is to say, the transient electromagnetic radar is used to collect the multi-target tracking data of rail transit crossings, build the multi-target tracking model of rail transit crossings, and design the multi-target tracking algorithm of rail transit crossings, thus realizing the multi-target tracking of rail transit crossings. The experimental results show that the designed multi-target tracking method based on transient electromagnetic radar has high accuracy, which proves that the designed multi-target tracking method for rail transit crossings has good tracking effect, accuracy, and certain application value, and has made certain contributions to improving the safety of rail transit crossings.
