Journal of Applied Optics, Volume. 46, Issue 3, 496(2025)
Detection and recognition of multiple types of small rotary-wing drones based on optical fiber EFPI acoustic sensor
[1] LIU C C, CHEN J J. Analysis of the weights of service quality indicators for drone filming and photography by the fuzzy analytic network process[J]. Applied Sciences, 9, 1236(2019).
[2] YU H Z, ZHANG K S, ZHAO X et al. Research on data link channel decoding optimization scheme for drone power inspection scenarios[J]. Drones, 7, 662-1-18(2023).
[3] LIAO C Y, HUANG J H, ZHOU F K et al. Design of six-rotor drone based on target detection for intelligent agriculture[M]. Algorithms and Architectures for Parallel Processing, 270-281(2020).
[4] JALAJAMONY H M, NAIR M, JONES-WHITEHEAD M et al. Aerial to terrestrial edge communication using LoRa in drone-aided precision agriculture[C], 722-723(2023).
[5] ZHAO Bendong, HU Xingzhi, LAI Jianqi et al. Analysis and discussion on aerospace attack-defense operations in the Russia-Ukraine conflict[J]. Tactical Missile Technology, 17-22(2022).
[6] LI Jun, CHEN Shichao. Overview of key technology and its development of drone swarm[J]. Acta Armamentarii, 44, 2533-2545(2023).
[7] MIAO Weixing, LUO Yin, GU Jiaqi et al. Application and enlightenment of UAV ISR in the Russia-Ukraine conflict[J]. Radio Engineering, 53, 1693-1699(2023).
[8] GONG J K, YAN J, HU H P et al. Improved radar detection of small drones using Doppler signal-to-clutter ratio (DSCR) detector[J]. Drones, 7, 316-1-15(2023).
[9] MANDAL S, SATIJA U. Time-frequency multiscale convolutional neural network for RF-based drone detection and identification[J]. IEEE Sensors Letters, 7, 1-4(2023).
[10] JAVAID A, SYED M A, BAROUDI U. A machine learning based method for object detection and localization using a monocular RGB camera equipped drone[C], 1-6(2023).
[11] SUN Y, ZHI X, HAN H et al. Enhancing UAV detection in surveillance camera videos through spatiotemporal information and optical flow[J]. Sensors (Basel), 23, 6037(2023).
[12] PASZKOWSKI W, GOLA A, ŚWIĆ A. Acoustic-based drone detection using neural networks-a comprehensive analysis[J]. Advances in Science and Technology Research Journal, 18, 36-47(2024).
[13] FANG J, LI Y W, JI P N et al. Drone detection and localization using enhanced fiber-optic acoustic sensor and distributed acoustic sensing technology[J]. Journal of Lightwave Technology, 41, 822-831(2023).
[14] LI D Q, YI D, ZHOU X H et al. Multisource threatening event recognition scheme targeting drone intrusion in the fiber optic DAS system[J]. IEEE Sensors Journal, 24, 32185-32195(2024).
[15] WU G M, XIONG L S, DONG Z F et al. Development of highly sensitive fiber-optic acoustic sensor and its preliminary application for sound source localization[J]. Journal of Applied Physics, 129, 164504(2021).
[16] DING R, YANG L, SHAN Z et al. Drone detection and recognition based on fiber-optic EFPI acoustic sensor and CNN-LSTM network model[J]. IEEE Sensors Journal, 24, 28835-28843(2024).
[17] HAN Changxi, DENG Dasong, CHEN Zhuo et al. Development of field air defense system under the threat of low-slow and small UAV[J]. Tactical Missile Technology, 151-156(2023).
[18] BEAMS J W[M]. The structure and properties of thin film(1959).
[19] YU Z H, WANG A B. Fast white light interferometry demodulation algorithm for low-finesse Fabry-Pérot sensors[J]. IEEE Photonics Technology Letters, 27, 817-820(2015).
[20] DONG Q, BAE H, ZHANG Z J et al. Miniature fiber optic acoustic pressure sensors with air-backed graphene diaphragms[J]. Journal of Vibration and Acoustics, 141, 041003(2019).
[21] KOLAMUNNA H, LI J, DAHANAYAKA T et al. Acoustic signature based open set drone identification[C], 349-350(2020).
[22] AL-EMADI S, AL-ALI A, MOHAMMAD A et al. Audio based drone detection and identification using deep learning[C], 459-464(2019).
[23] WANG Y F, WAN S P, ZHANG S J et al. Speaker recognition of fiber-optic external Fabry-Perot interferometric microphone based on deep learning[J]. IEEE Sensors Journal, 22, 12906-12912(2022).
[24] ABDUL Z K, AL-TALABANI A K. Mel frequency cepstral coefficient and its applications: a review[J]. IEEE Access, 10, 122136-122158(2022).
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Rou DING, Qichao ZHAO, Haoqi WANG, Lin YANG, Hongzhao REN, Shuang XIAO, Bin LIU. Detection and recognition of multiple types of small rotary-wing drones based on optical fiber EFPI acoustic sensor[J]. Journal of Applied Optics, 2025, 46(3): 496
Category: SPECIAL COLUMN ON UNMANNED INTELLIGENT SENSING TECHNOLOGY
Received: Jan. 13, 2025
Accepted: --
Published Online: May. 28, 2025
The Author Email: Bin LIU (刘彬)