Micro-Doppler Based Human-Robot Classification Using Ensemble and Deep Learning Approaches

25 Nov 2017Sherif AbdulatifQian WeiFady AzizBernhard KleinerUrs Schneider

Radar sensors can be used for analyzing the induced frequency shifts due to micro-motions in both range and velocity dimensions identified as micro-Doppler ($\boldsymbol{\mu}$-D) and micro-Range ($\boldsymbol{\mu}$-R), respectively. Different moving targets will have unique $\boldsymbol{\mu}$-D and $\boldsymbol{\mu}$-R signatures that can be used for target classification... (read more)

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