Drone Classification with a Convolutional Neural Network Applied to Raw IQ Data
Author:
Affiliation:
1. Deggendorf Institute of Technology,Freyung,Germany
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9813726/9814163/09814170.pdf?arnumber=9814170
Reference11 articles.
1. Micro-UAV Detection and Classification from RF Fingerprints Using Machine Learning Techniques
2. Investigating Cost-effective RF-based Detection of Drones
3. RF Detection and Classification of Unmanned Aerial Vehicles in Environments with Wireless Interference
4. DroneRF dataset: A dataset of drones for RF-based detection, classification and identification
5. Convolutional Radio Modulation Recognition Networks
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1. Comparative Study of Deep Learning Model Architectures for Drone Detection and Classification;2024 IEEE International Mediterranean Conference on Communications and Networking (MeditCom);2024-07-08
2. Radio Frequency-Based Drone Detection and Classification using Deep Learning Algorithms;2023 International Conference on Software, Telecommunications and Computer Networks (SoftCOM);2023-09-21
3. Radio-Frequency Identification for Drones With Nonstandard Waveforms Using Deep Learning;IEEE Transactions on Instrumentation and Measurement;2023
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