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Updated: Jul 27, 2026

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人类行走方向检测使用无线信号,机器和深度学习算法

Hanan Awad Hassan Ali1,2, Shinnazar Seytnazarov1

  • 1Faculty of Computer Science and Engineering, Innopolis University, 420500 Innopolis, Russia.

Sensors (Basel, Switzerland)
|December 23, 2023
PubMed
概括

这项研究引入了一种新的无设备方法,用于识别人类活动和室内定位,使用无线信号. 该方法准确地识别了跨越不同环境和个人的行走方向,实现了高准确率.

关键词:
无线网络的信号是Wi-Fi信号.频道状态信息 (CSI) 是指通道状态信息.人类活动的认可 人类活动的认可步行方向检测 步行方向检测

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Electronic Distance Measuring Instruments (EDMs) are essential tools in modern surveying, offering precise distance measurements by emitting electromagnetic signals and calculating the time required for these signals to travel to a target and return. Two primary types of signals are used in EDMs — light waves and microwaves — each suited to specific environmental and distance requirements. Light-wave-based EDMs utilize either infrared or laser light, providing high accuracy over short distances...