Adaptive Radar-Based Human Activity Recognition With L1-Norm Linear Discriminant Analysis

摘要

We present a novel radar-based indoor human gross motor activity classifier, which employs L1-norm linear discriminant analysis (L1-LDA) to identify low-rank subspaces whereon micro-Doppler signatures from distinct motions are most differentiable. Both no