Drone Remote Controller RF Signal Dataset

This dataset contains RF signals from drone remote controllers (RCs) of different makes and models. The RF signals transmitted by the drone RCs to communicate with the drones are intercepted and recorded by a passive RF surveillance system, which consists of a high-frequency oscilloscope, directional grid antenna, and low-noise power amplifier. The drones were idle during the data capture process. All the drone RCs transmit signals in the 2.4 GHz band. There are 17 drone RCs from eight different manufacturers and ~1000 RF signals per drone RC, each spanning a duration of 0.25 ms. The dataset is used to train machine learning and deep neural network models for the detection and classification of the drones/drone RCs.

本数据集包含不同品牌与型号的无人机遥控器（drone remote controllers，RCs）的射频（RF）信号。无人机遥控器为与无人机通信而发射的射频信号，被由高频示波器、定向栅格天线与低噪声功率放大器组成的无源射频监测系统截获并记录。数据采集过程中，所有无人机均处于闲置状态。所有无人机遥控器均工作在2.4 GHz频段。本数据集涵盖来自8家不同厂商的17款无人机遥控器，每款遥控器对应约1000条射频信号，单条信号时长为0.25毫秒。该数据集可用于训练机器学习与深度神经网络模型，以实现无人机/无人机遥控器的检测与分类任务。

搜集汇总

背景与挑战

背景概述

该数据集包含17个不同厂商无人机遥控器在2.4GHz频段发射的射频信号，每个遥控器约1000个0.25ms时长的信号样本，专用于训练无人机检测分类模型。数据集通过专业射频监测系统采集，采集时无人机处于空闲状态。