遇见数据集

Cardinal RF (CardRF): An outdoor radio frequency signals from UAV, UAV remote controller, Bluetooth, WiFi devices for UAV or drone detection and identification system

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DataCite Commons2022-07-13 更新2025-04-16 收录
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This article presents the details of the Cardinal RF (CardRF) dataset. CardRF is acquired to foster research in RF- based UAV detection and identification or RF fingerprinting. RF signals were collected from UAV controllers, UAV, Bluetooth, and Wi-Fi devices. Signals are collected at both visual line-of-sight and beyond-line-of-sight. The assumptions and procedure for the data acquisition are presented. A detailed explanation of how the data can be utilized is discussed. CardRF is over 65 GB in storage memory.

本文详述了Cardinal RF(CardRF)数据集的相关细节。该数据集旨在推动基于射频(RF)的无人机(Unmanned Aerial Vehicle, UAV)检测、识别以及射频指纹识别领域的研究。其射频信号采集自无人机控制器、无人机、蓝牙(Bluetooth)与Wi-Fi设备,采集场景同时覆盖直视视距与非视距两类环境。本文同时阐述了数据采集的前提假设与具体流程,并对该数据集的具体应用方式展开了详细说明。CardRF数据集的存储容量超过65 GB。

提供机构:
IEEE DataPort
创建时间:
2022-07-13
搜集汇总
背景与挑战
背景概述
Cardinal RF (CardRF) 数据集是一个用于无人机检测和识别研究的室外射频信号数据集,收集了来自无人机控制器、无人机、蓝牙和Wi-Fi设备的信号,涵盖视距和非视距条件,数据量超过65 GB。该数据集旨在支持基于射频的无人机检测、识别或射频指纹技术开发。
以上内容由遇见数据集搜集并总结生成
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