
Journal of Systems Engineering and Electronics ›› 2025, Vol. 36 ›› Issue (6): 1477-1487.doi: 10.23919/JSEE.2024.000123
• DEFENCE ELECTRONICS TECHNOLOGY • Previous Articles
Received:2024-05-08
Accepted:2024-12-05
Online:2025-12-18
Published:2026-01-07
Contact:
Yuntao XU
E-mail:songzhiyong08@nudt.edu.cn;xyt9812@nudt.edu.cn
About author:Zhiyong SONG, Yuntao XU. Long time hybrid integration of radar rotating target[J]. Journal of Systems Engineering and Electronics, 2025, 36(6): 1477-1487.
Table 1
Simulated radar pamameter"
| Parameter | Value |
| Carrier frequency/GHz | |
| Pulse repetition frequency/kHz | |
| Coherent accumulation pulse number | |
| Coherent accumulation time/s | |
| In-pulse sampling frequency/MHz | |
| Transmit waveform width/ms | |
| Equivalent noise temperature/K |
| 1 | YANG Y, YANG B Y Overview of radar detection methods for low altitude targets in marine environments. Journal of Systems Engineering and Electronics, 2024, 35 (1): 1- 13. |
| 2 |
WANG P F, HU J F, HU W, et al Anti-swarm UAV radar system based on detection data fusion. Journal of Systems Engineering and Electronics, 2024, 35 (5): 1167- 1176.
doi: 10.23919/JSEE.2023.000077 |
| 3 | CHEN V C. Analysis of radar micro-Doppler with time-frequency transform. Proc. of the 10th IEEE Workshop on Statistical Signal and Array Processing, 2000: 463−466. |
| 4 | CHEN V C. The micro-Doppler effect in radar. 2nd ed. Norwood: Artech House, 2013. |
| 5 | QIN X Y, DENG B, DONG J, et al Micro-motion characteristics of helicopter blades based on THz radar. Journal of Terahertz Science and Electronic Information Technology, 2023, 21 (3): 317- 324. |
| 6 | JIAN M, LU Z, CHEN V C. Experimental study on radar micro-Doppler signatures of unmanned aerial vehicles. Proc. of the IEEE Radar Conference, 2017: 854−857. |
| 7 | ZHANG W P, LI X, LIU Y X Research on representation, estimation and recognition for radar targets with micro-motion. Science China Information Sciences, 2023, 53 (8): 1469- 1489. |
| 8 | HE W K, SUN J B, ZHANG X Y, et al Micro-Doppler feature extraction of micro-rotor UAV under the background of low SNR. Journal of Systems Engineering and Electronics, 2022, 33 (6): 1127- 1139. |
| 9 | HE M, FANG X, HUANG D R, et al. A hybrid integration method for low-observable micro-UAV trajectory tracking by 2D MIMO radar. Proc. of the 38th Youth Academic Annual Conference of Chinese Association of Automation, 2023: 809−813. |
| 10 |
YANG Y P, YANG F, SUN L G, et al Echoformer: transformer architecture based on radar echo characteristics for UAV detection. IEEE Sensors Journal, 2023, 23 (8): 8639- 8653.
doi: 10.1109/JSEN.2023.3254525 |
| 11 |
WU J, AI X F, ZHENG Y Q, et al Micro-Doppler curve extraction based on reassociation viterbi algorithm. IEEE Trans. on Aerospace and Electronic Systems, 2024, 60 (4): 4295- 4309.
doi: 10.1109/TAES.2024.3373719 |
| 12 | COSTA H C A, MYINT S J, ANDRICH C, et al. Bistatic reflectivity and micro-Doppler signatures of drones for integrated communication and sensing. Proc. of the International Radar Symposium, 2024: 194−199. |
| 13 | COSTA H C A, MYINT S J, ANDRICH C, et al. Modelling micro-Doppler signature of drone propellers in distributed ISAC. Proc. of the IEEE Radar Conference, 2024. DOI: 10.1109/RadarConf2458775.2024.10548468. |
| 14 | MANDAL P, ROY L P, DAS S K Flying objects classification based on micro-Doppler signature data from UAV borne radar. IEEE Geoscience and Remote Sensing Letters, 2024, 21, 3501605. |
| 15 | WANG L, SU Q, WEI G, et al. Micro-Doppler feature extraction algorithm for space coning target based on synchro-extracting transform and ridge detection. Systems Engineering and Electronics, 2024, 46(11): 3684−3689. (in Chinese) |
| 16 | REN X Y, LIN R Q, DENG Y K, et al. Slow weak target detection method of ground-based radar based on mode decomposition. Systems Engineering and Electronics, 2024. https://link.cnki.net/urlid/11.2422.tn.20240613.1413.002. (in Chinese) |
| 17 |
LU J, ZHANG W P, LIU Y X, et al Non-sinusoidal micro-Doppler estimation based on dual-branch network. Remote Sensing, 2022, 14 (19): 4764.
doi: 10.3390/rs14194764 |
| 18 | SONG Q, PENG X Y, HUANG S L, et al Classification of UAVs and birds using sequential feature extraction. Journal of Signal Processing, 2024, 40 (5): 839- 852. |
| 19 |
AL-LQUBAYDHI N, ALENEZI A, ALANAZI T, et al Deep learning for unmanned aerial vehicles detection: a review. Computer Science Review, 2024, 51, 100614.
doi: 10.1016/j.cosrev.2023.100614 |
| 20 | CHEN X, MA C, ZHAO C, et al UAV classification based on deep learning fusion of multidimensional UAV micro-Doppler image features. IEEE Geoscience and Remote Sensing Letters, 2024, 21, 3503205. |
| 21 |
PARK J, PARK J S Classification of small drones using low-uncertainty micro-Doppler signature images and ultra-lightweight convolutional neural network. IEEE Trans. on Image Processing, 2024, 33, 2979- 2994.
doi: 10.1109/TIP.2024.3388895 |
| 22 |
ZUO L, LI M, LIU Z, et al A high-resolution time-frequency rate representation and the cross-term suppression. IEEE Trans. on Signal Processing, 2016, 64 (10): 2463- 2474.
doi: 10.1109/TSP.2016.2526968 |
| 23 |
ZHANG H L, ZHANG W P, LIU Y X, et al Scatterer-level time-frequency-frequency rate representation for micro-motion identification. Remote Sensing, 2023, 15 (20): 4917.
doi: 10.3390/rs15204917 |
| 24 |
XU J, YU J, PENG Y N, et al Radon-Fourier transform for radar target detection, I: generalized Doppler filter bank. IEEE Trans. on Aerospace and Electronic Systems, 2011, 47 (2): 1186- 1202.
doi: 10.1109/TAES.2011.5751251 |
| 25 |
XU J, YU J, PENG Y N, et al Radon-Fourier transform for radar target detection (II): blind speed sidelobe suppression. IEEE Trans. on Aerospace and Electronic Systems, 2011, 47 (4): 2473- 2489.
doi: 10.1109/TAES.2011.6034645 |
| 26 |
YU J, XU J, PENG Y N, et al Radon-Fourier transform for radar target detection (III): optimality and fast implementations. IEEE Trans. on Aerospace and Electronic Systems, 2012, 48 (2): 991- 1004.
doi: 10.1109/TAES.2012.6178044 |
| 27 |
VO B T, VO B N, CANTONI A The cardinality balanced multi-target multi-Bernoulli filter and its implementations. IEEE Trans. on Signal Processing, 2009, 57 (2): 409- 423.
doi: 10.1109/TSP.2008.2007924 |
| 28 |
CHAI L, KONG L J, LI S Q, et al The multiple model multi-Bernoulli filter based track-before-detect using a likelihood based adaptive birth distribution. Signal Processing, 2020, 171, 107501.
doi: 10.1016/j.sigpro.2020.107501 |
| 29 |
VO B N, VO B T, PHAM N T, et al Joint detection and estimation of multiple objects from image observations. IEEE Trans. on Signal Processing, 2010, 58 (10): 5129- 5141.
doi: 10.1109/TSP.2010.2050482 |
| 30 | MAHLER R P S. Statistical multisource-multitarget information fusion. Boston: Artech House, 2007. |
| 31 | MAHLER R P S. Advances in statistical multisource-multitarget information fusion. Boston: Artech House, 2014. |
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