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http://dx.doi.org/10.5515/KJKIEES.2019.30.3.236

A Study of Motion Recognition Using IR-UWB Radar  

Lee, Jin-Seop (Hanwha Systems)
Yoon, Jung-Won (Hanwha Systems)
Publication Information
The Journal of Korean Institute of Electromagnetic Engineering and Science / v.30, no.3, 2019 , pp. 236-242 More about this Journal
Abstract
Ultra-wideband(UWB) is a technology that can transmit and receive signals at high speeds using a very short signal of wideband of several GHz, and has been recently used in the field of radar technology. Impulse radio(IR)-UWB radar is used in the field of motion recognition with high resolution. In this work, we studied motion recognition using IR-UWB radar. We constructed a development environment to acquire data about motion and implemented a signal processing algorithm for performance enhancement. Based on the signal processing result, the performance was verified through feature extraction and learning of motion.
Keywords
IR-UWB Radar; Motion Recognition; Radar Signal Processing; Machine Learning; HOG/SVM;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
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