Analysis of micro-Doppler signatures of small UAVs based on Doppler spectrum

KB Kang, JH Choi, BL Cho, JS Lee… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Most of the investigations on the micro-Doppler (MD) effect caused by a small unmanned
aerial vehicle (UAV) have been conducted using joint time–frequency (JTF) images rather …

SNR‐dependent drone classification using convolutional neural networks

H Dale, C Baker, M Antoniou… - IET Radar, Sonar & …, 2022 - Wiley Online Library
Radar sensing offers a method of achieving 24‐h all‐weather drone surveillance, but in
order to be maximally effective, systems need to be able to discriminate between birds and …

Measuring UAV propeller length using micro-Doppler signatures

Z Gannon, D Tahmoush - 2020 IEEE International Radar …, 2020 - ieeexplore.ieee.org
The low radar cross sections of unmanned aerial vehicles (UAVs) pose challenges for their
proper classification. Recent works have examined the micro-Doppler (MD) signatures of …

Rotor UAV's micro-Doppler signal detection and parameter estimation based on FRFT-FSST

H Hou, Z Yang, C Pang - Sensors, 2021 - mdpi.com
The micro-Doppler signal generated by the rotors of an Unmanned Aerial Vehicle (UAV)
contains the structural features and motion information of the target, which can be used for …

Identification technology of UAV based on micro-Doppler effect

T Hong, C Fang, H Hao, W Sun - 2021 International Wireless …, 2021 - ieeexplore.ieee.org
In recent years, unmanned aerial vehicle (UAV) technology has developed rapidly.
Currently, UAVs are widely used in IoT deployment and smart agriculture. At present, the …

Automatic recognition of basic strokes based on FMCW radar system

W Lei, L Xu, X Jiang, J Luo, F Hou - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
It has been demonstrated the advantage of basic stroke recognition algorithm in the field of
human-computer interaction (HCI). However, most traditional techniques heavily rely on the …

Bird micro-doppler simulation for bird versus UAV recognition

D Tahmoush - Radar Sensor Technology XXV, 2021 - spiedigitallibrary.org
Birds and UAVs have similar Radar Cross Section and speed, making birds confusers when
trying to detect and track UAVs. Birds can have micro-Doppler features in their signatures …

A Density Based Clustering Approach to Underdetermined Blind Source Separation

Y Wang, Q Wang - 2021 China Automation Congress (CAC), 2021 - ieeexplore.ieee.org
Blind source separation (BSS) is the process recovering the source signals unknown. Once
the number of observed signal is less than the source, it can be referred to underdetermined …

Micro-Doppler radar characterization of vehicle vibrations

BD Simone, RM Narayanan, DK Watson… - Radar Sensor …, 2024 - spiedigitallibrary.org
Micro-Doppler radar is a cutting-edge technology that has revolutionized the field of radar
sensing to enable the detection and characterization of complex targets by leveraging their …

Instantaneous Frequency Estimation of Noncooperative Underwater Acoustic Short-Pulse Signals Using the Peak of the STFT

X Gu, X Wang, H Cao - 2024 OES China Ocean Acoustics …, 2024 - ieeexplore.ieee.org
This paper describes a time-frequency ridge line extraction method to estimate the
instantaneous frequency (IF) of signals based on the peak of the short-time Fourier …