IEEE - Institute of Electrical and Electronics Engineers, Inc. - Human Activity Classification with radar: Optimization and Noise Robustness with Iterative Convolutional Neural Networks followed with Random Forests

Author(s): Yier Lin ; Julien Le Kernec ; Shufan Yang ; Francesco Fioranelli ; Olivier Romain ; Zhiqin Zhao
Sponsor(s): IEEE Sensors Council
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (CD): 2379-9153
ISSN (Electronic): 1558-1748
ISSN (Paper): 1530-437X
DOI: 10.1109/JSEN.2018.2872849
Regular:

The accurate classification of activity patterns based on radar signatures is still an open problem and is key to detect anomalous behavior for security and health applications. This paper... View More

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