RM Narayanan, M Zenaldin - IET Radar, Sonar & Navigation, 2015 - Wiley Online Library
… radar MDS of various humanactivities in free-space and through-wall environments. The spectrograms show rather interesting and distinct signatures depending on the activity. … human …
… We have shown a few experimental results of the radarsignatures for different human activities as well as an example of radar data tracking the respiratory rate of a monitored subject. …
JD Bryan, J Kwon, N Lee, Y Kim - IET Radar, Sonar & Navigation, 2012 - IET
… In this paper, the viability to identify humanactivities using UWB radar was discussed. We developed a procedure to capture the time-varying signature of UWB returns with PCA. The …
… The aforementioned different radar data fusion methods are explored in this paper … human activities, as opposed to the more conventional classification of artificially separated activities […
… In humanactivity recognition (HAR) based on radar, … This paper is aimed to investigate three domains of radar data: μD… best suited to classify specific activities. In addition, information …
X Li, Y He, X Jing - Remote sensing, 2019 - mdpi.com
… specifically for radar echoes. Motivated by this, in this section, we describe deep learning approaches for humanactivity recognition in radar according to the dimension of radar returns. …
X Li, Y He, F Fioranelli, X Jing - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… We adopt a public radar micro-Doppler spectrogram dataset including six humanactivities … Experiments show that the proposed JDS-TL is able to recognize the six activities with an …
DF Fioranelli, DSA Shah, H Li1, A Shrestha… - Electronics …, 2019 - Wiley Online Library
… of radar against … to radar applications in healthcare and present some results from our work at the University of Glasgow, including a dataset of radarsignatures of humanactivities that …
… ) of the walking activity corresponding to Radar 1 and Radar 2 , … MIMO radar system captures good humanactivitysignatures … the direction of the activity is towards Radar 2 , we observe …