Benchmarking Audio-based Deep Learning Models for Detection and Identification of Unmanned Aerial Vehicles

被引：0

作者：

Katta, Sai Srinadhu ^{[1
]}

Nandyala, Sivaprasad ^{[1
]}

Viegas, Eduardo Kugler ^{[1
]}

Almahmoud, Abdelrahman ^{[1
]}

机构：

[1] Technology Innovation Institute (TII), Secure Systems Research Centre (SSRC), Abu Dhabi, United Arab Emirates

来源：

Proceedings - 5th Workshop on Benchmarking Cyber-Physical Systems and Internet of Things, CPS-IoTBench 2022 | 2022年

关键词：

D O I：

暂无

中图分类号：

学科分类号：

摘要：

Aircraft detection - Antennas - Commercial vehicles - Convolution - Convolutional neural networks - Deep neural networks - Drones - Learning systems

引用

页码：7 / 11

共 50 条

[21] Deep Reinforcement Learning for Mapless Navigation of Unmanned Aerial Vehicles
Grando, Ricardo B.
de Jesus, Junior C.
Drews-Jr, Paulo L. J.
2020 XVIII LATIN AMERICAN ROBOTICS SYMPOSIUM, 2020 XII BRAZILIAN SYMPOSIUM ON ROBOTICS AND 2020 XI WORKSHOP OF ROBOTICS IN EDUCATION (LARS-SBR-WRE 2020), 2020, : 335 - 340
[22] A survey of unmanned aerial vehicles and deep learning in precision agriculture
Wang, Dashuai
Zhao, Minghu
Li, Zhuolin
Xu, Sheng
Wu, Xiaohu
Ma, Xuan
Liu, Xiaoguang
EUROPEAN JOURNAL OF AGRONOMY, 2025, 164
[23] Audio-Based Drone Detection and Identification Using Deep Learning Techniques with Dataset Enhancement through Generative Adversarial Networks
Al-Emadi, Sara
Al-Ali, Abdulla
Al-Ali, Abdulaziz
SENSORS, 2021, 21 (15)
[24] A Review of Deep Learning Methods and Applications for Unmanned Aerial Vehicles
Carrio, Adrian
Sampedro, Carlos
Rodriguez-Ramos, Alejandro
Campoy, Pascual
JOURNAL OF SENSORS, 2017, 2017
[25] Identification of Dominant Species and Their Distributions on an Uninhabited Island Based on Unmanned Aerial Vehicles (UAVs) and Machine Learning Models
Wu, Jinfeng
Huang, Kesheng
Luo, Youhao
Long, Xiaoze
Yu, Chuying
Xiong, Hong
Du, Jianhui
REMOTE SENSING, 2024, 16 (10)
[26] Machine Learning-Based Intrusion Detection for Swarm of Unmanned Aerial Vehicles
Mughal, Umair Ahmad
Hassler, Samuel Chase
Ismail, Muhammad
2023 IEEE CONFERENCE ON COMMUNICATIONS AND NETWORK SECURITY, CNS, 2023,
[27] Flood Detection Based on Unmanned Aerial Vehicle System and Deep Learning
Yang, Kaixin
Zhang, Sujie
Yang, Xinran
Wu, Nan
COMPLEXITY, 2022, 2022
[28] Application of Deep Learning Based Object Detection on Unmanned Aerial Vehicle
Ipek, Burak
Akpinar, Mustafa
2020 5TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENGINEERING (UBMK), 2020, : 74 - 78
[29] Unmanned Aerial Vehicle Classification and Detection Based on Deep Transfer Learning
Meng, Wei
Tia, Meng
2020 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND HUMAN-COMPUTER INTERACTION (ICHCI 2020), 2020, : 280 - 285
[30] GPS Spoofing Detection of Unmanned Aerial Vehicles by Dynamics Identification
Sun Leyuan
Huang Wende
Zhou Yifan
Wang Yueke
Yang Jun
2018 IEEE CSAA GUIDANCE, NAVIGATION AND CONTROL CONFERENCE (CGNCC), 2018,

← 1 2 3 4 5 →