Review of micro‐Doppler signatures

D Tahmoush - IET Radar, Sonar & Navigation, 2015 - Wiley Online Library
Micro‐Doppler signals refer to Doppler scattering returns produced by the motions of the
target other than gross translation. The small micro‐motions of a subject, and even just parts …

Developments in target micro-Doppler signatures analysis: radar imaging, ultrasound and through-the-wall radar

C Clemente, A Balleri, K Woodbridge… - EURASIP Journal on …, 2013 - Springer
Target motions, other than the main bulk translation of the target, induce Doppler
modulations around the main Doppler shift that form what is commonly called a target micro …

Sparsity-driven micro-Doppler feature extraction for dynamic hand gesture recognition

G Li, R Zhang, M Ritchie… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In this paper, a sparsity-driven method of micro-Doppler analysis is proposed for dynamic
hand gesture recognition with radar sensors. First, sparse representations of the echoes …

Micro‐Doppler‐based in‐home aided and unaided walking recognition with multiple radar and sonar systems

SZ Gurbuz, C Clemente, A Balleri… - IET Radar, Sonar & …, 2017 - Wiley Online Library
The potential for using micro‐Doppler signatures as a basis for distinguishing between
aided and unaided gaits is considered in this study for the purpose of characterising normal …

Robust PCA micro-Doppler classification using SVM on embedded systems

J Zabalza, C Clemente, G Di Caterina… - … on Aerospace and …, 2014 - ieeexplore.ieee.org
In this paper, a novel feature extraction technique for micro-Doppler classification and its
real-time implementation using a support vector machine classifier on a low-cost, embedded …

A novel algorithm for radar classification based on Doppler characteristics exploiting orthogonal pseudo-Zernike polynomials

C Clemente, L Pallotta, A De Maio… - … on Aerospace and …, 2015 - ieeexplore.ieee.org
Phase modulation induced by target micromotions introduces sidebands in the radar
spectral signature returns. Time-frequency distributions facilitate the representation of such …

Features for micro‐Doppler based activity classification

S Björklund, H Petersson… - IET radar, sonar & …, 2015 - Wiley Online Library
Safety and security applications benefit from better situational awareness. Radar micro‐
Doppler signatures from an observed target carry information about the target's activity, and …

Recognition of humans based on radar micro‐Doppler shape spectrum features

R Ricci, A Balleri - IET Radar, Sonar & Navigation, 2015 - Wiley Online Library
In this study, a feature extraction algorithm is presented which automatically generates a set
of shape spectrum features based on the cadence velocity diagram of the human micro …

Human activity detection and coarse localization outdoors using micro-Doppler signatures

F Luo, S Poslad, E Bodanese - IEEE Sensors Journal, 2019 - ieeexplore.ieee.org
Human activity detection outdoors is emerging as a very important research field due to its
potential application in surveillance, assisted living, search and rescue, and military …

Potential active shooter detection based on radar micro-Doppler and range-Doppler analysis using artificial neural network

Y Li, Z Peng, R Pal, C Li - IEEE Sensors Journal, 2018 - ieeexplore.ieee.org
This paper presents a detection method of remotely identifying a potential active shooter
with a concealed rifle/shotgun based on radar micro-Doppler and range-Doppler signature …