Range-Doppler Map Improvement in FMCW Radar for Small Moving Drone Detection Using the Stationary Point Concentration Technique
Publication type: Journal Article
Publication date: 2020-05-01
scimago Q1
wos Q2
SJR: 1.827
CiteScore: 9.3
Impact factor: 4.5
ISSN: 00189480, 15579670
Condensed Matter Physics
Electrical and Electronic Engineering
Radiation
Abstract
Given the rapidly growing drone market, the development of drone detection radars has become highly important to prevent drones from damaging lives and property. Frequency-modulated continuous-wave (FMCW) radars have been frequently used for drone detection. Among the architectures of FMCW radar, a heterodyne architecture that involves different local oscillators and produces beat signals at the IF stage has often been chosen. The FMCW radar, however, has a chronic problem called leakage. In an earlier study, we proposed the stationary point concentration (SPC) technique to improve the signal-to-noise ratio (SNR) of small drones by reducing the increase in noise floor caused by leakage. We demonstrated that the proposed technique increases the SNR of small hovering drones in the 1-D power spectrum. In this article, we newly analyze the practical problems in the heterodyne FMCW radar system. One is the 2-D noise floor increase in the range-Doppler (r-D) map due to the leakage, and the other is unwanted Doppler shifts. Then, we propose an upgraded theory and realization method of the SPC technique for the detection of the small moving drone by improving the r-D map. We prove that the proposed method not only reduces the 2-D noise floor by mitigating the leakage but also removes the unwanted Doppler shifts by the phase calibration. Consequently, we show that the proposed method increases the SNR of the small moving drone and corrects its velocity information at the same time in the r-D map.
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Total citations:
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Citations from 2024:
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Park J. et al. Range-Doppler Map Improvement in FMCW Radar for Small Moving Drone Detection Using the Stationary Point Concentration Technique // IEEE Transactions on Microwave Theory and Techniques. 2020. Vol. 68. No. 5. pp. 1858-1871.
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Park J., Jung D. H., Kyung-Bin Bae, Park S. Range-Doppler Map Improvement in FMCW Radar for Small Moving Drone Detection Using the Stationary Point Concentration Technique // IEEE Transactions on Microwave Theory and Techniques. 2020. Vol. 68. No. 5. pp. 1858-1871.
Cite this
RIS
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TY - JOUR
DO - 10.1109/tmtt.2019.2961911
UR - https://doi.org/10.1109/tmtt.2019.2961911
TI - Range-Doppler Map Improvement in FMCW Radar for Small Moving Drone Detection Using the Stationary Point Concentration Technique
T2 - IEEE Transactions on Microwave Theory and Techniques
AU - Park, Jun-Hyeong
AU - Jung, Dae Hwan
AU - Kyung-Bin Bae
AU - Park, Seong-Ook
PY - 2020
DA - 2020/05/01
PB - Institute of Electrical and Electronics Engineers (IEEE)
SP - 1858-1871
IS - 5
VL - 68
SN - 0018-9480
SN - 1557-9670
ER -
Cite this
BibTex (up to 50 authors)
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@article{2020_Park,
author = {Jun-Hyeong Park and Dae Hwan Jung and Kyung-Bin Bae and Seong-Ook Park},
title = {Range-Doppler Map Improvement in FMCW Radar for Small Moving Drone Detection Using the Stationary Point Concentration Technique},
journal = {IEEE Transactions on Microwave Theory and Techniques},
year = {2020},
volume = {68},
publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
month = {may},
url = {https://doi.org/10.1109/tmtt.2019.2961911},
number = {5},
pages = {1858--1871},
doi = {10.1109/tmtt.2019.2961911}
}
Cite this
MLA
Copy
Park, Jun-Hyeong, et al. “Range-Doppler Map Improvement in FMCW Radar for Small Moving Drone Detection Using the Stationary Point Concentration Technique.” IEEE Transactions on Microwave Theory and Techniques, vol. 68, no. 5, May. 2020, pp. 1858-1871. https://doi.org/10.1109/tmtt.2019.2961911.