A survey of deep learning-based human activity recognition in radar

X Li, Y He, X Jing - Remote sensing, 2019 - mdpi.com
Radar, as one of the sensors for human activity recognition (HAR), has unique
characteristics such as privacy protection and contactless sensing. Radar-based HAR has …

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 …

Continuous human motion recognition with a dynamic range-Doppler trajectory method based on FMCW radar

C Ding, H Hong, Y Zou, H Chu, X Zhu… - … on Geoscience and …, 2019 - ieeexplore.ieee.org
Radar-based human motion recognition is crucial for many applications, such as
surveillance, search and rescue operations, smart homes, and assisted living. Continuous …

Knowledge exploitation for human micro-Doppler classification

C Karabacak, SZ Gurbuz, AC Gurbuz… - … and Remote Sensing …, 2015 - ieeexplore.ieee.org
Micro-Doppler radar signatures have great potential for classifying pedestrians and animals,
as well as their motion pattern, in a variety of surveillance applications. Due to the many …

Extraction of Doppler signature of micro‐to‐macro rotations/motions using continuous wave radar‐assisted measurement system

HC Kumawat, A Bazil Raj - IET Science, Measurement & …, 2020 - Wiley Online Library
Mechanical–structural vibration and/or rotational parts of the targets will induce micro‐
Doppler frequency in addition to the main Doppler components. In the today's military era …

Evaluation of a micro-Doppler classification method on mm-wave data

S Björklund, T Johansson… - 2012 IEEE Radar …, 2012 - ieeexplore.ieee.org
Radar micro-Doppler signatures (MDS), which show how different parts of the target move,
can be utilized for security and safety applications like detection and assessment of human …

Multiple people identification through walls using off-the-shelf WiFi

B Korany, H Cai, Y Mostofi - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
In this article, we are interested in through-wall gait-based identification of multiple people
who are simultaneously walking in an area, using only the WiFi magnitude measurements of …

Millimeter-wave radar micro-Doppler signatures of human motion

S Björklund, H Petersson, A Nezirovic… - 2011 12th …, 2011 - ieeexplore.ieee.org
Radar micro-Doppler signatures can be utilized for security applications like detection and
assessment of human activity at airports, power plants etc. The micro-Doppler signature …

Dancing waltz with ghosts: Measuring sub-mm-level 2d rotor orbit with a single mmwave radar

J Guo, M Jin, Y He, W Wang, Y Liu - … in Sensor Networks (co-located with …, 2021 - dl.acm.org
Recently, mmWave has been widely used in fine-grained sensing applications due to its
short wavelength and large bandwidth. One mmWave device usually can measure the …

Classification of personnel targets by acoustic micro-Doppler signatures

A Balleri, K Chetty, K Woodbridge - IET radar, sonar & navigation, 2011 - IET
Classification of targets using their micro-Doppler signatures has attracted a growing interest
in recent years. In addition to their main bulk translation, targets may exhibit additional …