Abstract:In this paper, experimental results of micro-Doppler effect on a multi-rotor drone with digital television based passive radar are discussed. First, the bistatic passive radar micro-motion model of the drone is established. Second, key techniques of micro-motion signal extraction are briefly described. Finally, the experimental process is introduced, including experimental scene configuration and analysis of typical experimental results of micro-Doppler effect. The experimental results agree with the theoretical analysis of the motion parameters of the drone, thereby confirming the technical feasibility of detecting the micro-Doppler effect of the multi-rotor drone using the digital television based passive radar.
刘玉琪, 易建新, 万显荣, 程 丰, 饶云华, 龚子平. 数字电视外辐射源雷达多旋翼无人机微多普勒效应实验研究[J]. 雷达学报, 2018, 7(5): 585-592.
Liu Yuqi, Yi Jianxin, Wan Xianrong, Cheng Feng, Rao Yunhua, Gong Ziping. Experimental Research on Micro-Doppler Effect of Multi-rotor Drone with Digital Television Based Passive Radar. JOURNAL OF RADARS, 2018, 7(5): 585-592.
盛鹏峰. 机场净空区无人机入侵防范关键技术分析[J]. 中国民航飞行学院学报, 2017, 28(6):5-9. DOI:10.3969/j.issn.1009-4288.2017.06.001. Sheng Peng-feng. Brief analysis of key techniques for UAV invasion defense in obstacle limitation space[J]. Journal of Civil Aviation Flight University of China, 2017, 28(6):5-9. DOI:10.3969/j.issn.1009-4288.2017.06.001.
[4]
Sturdivant R L and Chong E K P. Systems engineering baseline concept of a multispectral drone detection solution for airports[J]. IEEE Access, 2017, 5:7123-7138. DOI:10.1109/ACCESS.2017.2697979.
[5]
万显荣. 基于低频段数字广播电视信号的外辐射源雷达发展现状与趋势[J]. 雷达学报, 2012, 1(2):109-123. DOI:10.3724/SP.J.1300.2012.20027. Wan Xian-rong. An overview on development of passive radar based on the low frequency band digital broadcasting and TV signals[J]. Journal of Radars, 2012, 1(2):109-123. DOI:10.3724/SP.J.1300.2012.20027.
[6]
Kuschel H. Approaching 80 years of passive radar[C]. Proceedings of 2013 International Conference on Radar, Adelaide, Australia, 2013:213-217.
[7]
张强, 万显荣, 傅, 等. 基于CDR数字音频广播的外辐射源雷达信号模糊函数分析与处理[J]. 雷达学报, 2014, 3(6):702-710. DOI:10.12000/JR14050. Zhang Qiang, Wan Xian-rong, Fu Yan, et al. Ambiguity function analysis and processing for passive radar based on CDR digital audio broadcasting[J]. Journal of Radars, 2014, 3(6):702-710. DOI:10.12000/JR14050.
[8]
王本静, 易建新, 万显荣, 等. LTE外辐射源雷达帧间模糊带分析与抑制[J]. 雷达学报, 2018, 7(4):514-522. DOI:10.12000/JR18025. Wang Ben-jing, Yi Jian-xin, Wan Xian-rong, et al. Inter-frame ambiguity analysis and suppression of LTE signal for passive radar[J]. Journal of Radars, 2018, 7(4):514-522. DOI:10.12000/JR18025.
[9]
Knoedler B, Zemmari R, and Koch W. On the detection of small UAV using a GSM passive coherent location system[C]. Proceedings of the 201617th International Radar Symposium, Krakow, Poland, 2016:1-4.
[10]
Chadwick A D. Micro-drone detection using software-defined 3G passive radar[C]. Proceeding of 2017 International Conference on Radar Systems, Belfast, UK, 2017:1-6.
[11]
Rzewuski S, Kulpa K, Salski B, et al.. Drone RCS estimation using simple experimental measurement in the WIFI bands[C]. 22nd International Microwave and Radar Conference (MIKON), Poznan, Poland, 2018:695-698.
[12]
Liu Y Q, Wan X R, Tang H, et al.. Digital television based passive bistatic radar system for drone detection[C]. Proceedings of 2017 IEEE Radar Conference, Seattle, WA, USA, 2017:1493-1497.
[13]
Fang G, Yi J X, Wan X R, et al. Experimental research of multistatic passive radar with a single antenna for drone detection[J]. IEEE Access, 2018, 6:33542-33551. DOI:10.1109/ACCESS.2018.2844556.
[14]
Zhang W Y and Li G. Detection of multiple micro-drones via cadence velocity diagram analysis[J]. Electronics Letters, 2018, 54(7):441-443. DOI:10.1049/el.2017.4317.
[15]
Oh B S, Guo X, Wan F Y, et al. Micro-Doppler mini-UAV classification using empirical-mode decomposition features[J]. IEEE Geoscience and Remote Sensing Letters, 2018, 15(2):227-231. DOI:10.1109/LGRS.2017.2781711.
[16]
张群, 罗迎. 雷达目标微多普勒效应[M]. 北京:国防工业出版社, 2013:3-16. Zhang Qun and Luo Ying. Micro-Doppler Effect of Radar Targets[M]. Beijing:National Defend Industry Press, 2013:3-16.
[17]
Li G, Zhang R, Ritchie M, et al. Sparsity-driven Micro-Doppler feature extraction for dynamic hand gesture recognition[J]. IEEE Transactions on Aerospace and Electronic Systems, 2018, 54(2):655-665. DOI:10.1109/TAES.2017.2761229.
[18]
Xia P, Wan X R, Yi J X, et al. Micro-Doppler imaging for fast rotating targets using illuminators of opportunity[J]. IET Radar, Sonar & Navigation, 2016, 10(6):1024-1029. DOI:10.1049/iet-rsn.2015.0206.
[19]
李宇倩, 易建新, 万显荣, 等. 外辐射源雷达直升机旋翼参数估计方法[J]. 雷达学报, 2018, 7(3):313-319. DOI:10.12000/JR17125. Li Yu-qian, Yi Jian-xin, Wan Xian-rong, et al. Helicopter rotor parameter estimation method for passive radar[J]. Journal of Radars, 2018, 7(3):313-319. DOI:10.12000/JR17125.
[20]
万显荣, 岑博, 易建新, 等. 中国移动多媒体广播外辐射源雷达参考信号获取方法研究[J]. 电子与信息学报, 2012, 34(2):338-343. DOI:10.3724/SP.J.1146.2011.00572. Wan Xian-rong, Cen bo, Yi Jian-xin, et al. Reference signal extraction methods for CMMB-based passive bistatic radar[J]. Journal of Electronics & Information Technology, 2012, 34(2):338-343. DOI:10.3724/SP.J.1146.2011.00572.
[21]
Wan X R, Wang J F, Hong S, et al.. Reconstruction of reference signal for DTMB-based passive radar systems[C]. Proceedings of 2011 IEEE CIE International Conference on Radar, Chengdu, 2011:165-168.
[22]
赵志欣, 万显荣, 邵启红, 等. DRM无源雷达多径杂波的分载波空域抑制[J]. 华中科技大学学报(自然科学版), 2012, 40(3):13-17. Zhao Zhi-xin, Wan Xian-rong, Shao Qi-hong, et al. Multipath clutter suppression by spatial filtering on each carrier in DRM-based passive radar[J]. Journal of Huazhong University of Science & Technology(Natural Science Edition), 2012, 40(3):13-17.
[23]
Yi J X, Wan X R, Zhao Z X, et al. Subcarrier-based processing for clutter rejection in CP-OFDM signal-based passive radar using SFN configuration[J]. Journal of Radars, 2013, 2(1):1-13. DOI:10.3724/SP.J.1300.2013.13030.
[24]
易建新, 万显荣, 方亮, 等. 中国移动多媒体广播外辐射源雷达相干积累的非均匀采样实现[J]. 电子与信息学报, 2012, 34(11):2648-2653. DOI:10.3724/SP.J.1146.2012.00540. Yi Jian-xin, Wan Xian-rong, Fang Liang, et al. Coherent integration implementation for China mobile multimedia broadcasting based passive radar with nonuniform sampling[J]. Journal of Electronics & Information Technology, 2012, 34(11):2648-2653. DOI:10.3724/SP.J.1146.2012.00540.
Govoni M A. Micro-Doppler signal decomposition of small commercial drones[C]. Proceedings of 2017 IEEE Radar Conference, Seattle, WA, USA, 2017:425-429.