Automotive mmWave FMCW Radar-based Micro-Doppler Signature Feature Extraction and Classification

Dec 10, 2019
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Comparison of μ-doppler signatures of people vs bicycle
Deep Learning Radar Computer Vision Matlab Python
Edwin Pan
Edwin Pan
Graduate Research Assistant @ SAIL

My research interests include computer vision, machine learning, robotics, and the ways these areas can improve human lives.

Publications

Object Classification Using Range-Doppler Plots from a High Density PMCW MIMO mmWave Radar
Classification of detections as either running pedestrians or driving cars is achieved using only the range-doppler information from a single forward facing automotive PMCW radar system.
Edwin Pan
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Object Classification Using Range-Doppler Plots from a High Density PMCW MIMO mmWave Radar