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[HTML][HTML] WiFi-Based Human Identification with Machine Learning: A Comprehensive Survey
M Mosharaf, JB Kwak, W Choi - Sensors, 2024 - mdpi.com
In the modern world of human–computer interaction, notable advancements in human
identification have been achieved across fields like healthcare, academia, security, etc …
identification have been achieved across fields like healthcare, academia, security, etc …
Wi-Fi Sensing Techniques for Human Activity Recognition: Brief Survey, Potential Challenges, and Research Directions
Recent advancements in wireless communication technologies have made Wi-Fi signals
indispensable in both personal and professional settings. The utilization of these signals for …
indispensable in both personal and professional settings. The utilization of these signals for …
Wi-MIR: A CSI dataset for Wi-Fi based multi-person interaction recognition
Wi-Fi based human activity recognition is emerging and preferable over other approaches
due to its numerous advantages, including privacy considerations, ubiquitousness, and easy …
due to its numerous advantages, including privacy considerations, ubiquitousness, and easy …
Single person identification using wi-fi signals
Over time, identification devices and applications have evolved. However, they still require
people to perform certain actions to obtain their identification. Recently, Channel State …
people to perform certain actions to obtain their identification. Recently, Channel State …
Human activity recognition using wi-fi csi
Wi-Fi signals were originally developed with a focus on communication. However, beyond
communication applications, Wi-Fi signals have been recently studied as a possible …
communication applications, Wi-Fi signals have been recently studied as a possible …
Parameter tuning for accurate heart rate measurement using Wi-Fi signals
BG Gouveia, I Galdino, E Caballero… - 2024 International …, 2024 - ieeexplore.ieee.org
Heart rate monitoring is crucial for detecting possible changes in human health. Therefore,
in recent years, the development of applications and devices that monitor vital signs has …
in recent years, the development of applications and devices that monitor vital signs has …
Multi-Scale Sensing Network for WIFI Indoor Localization
H Qi, X Song, Y Zhang, S Xu… - 2023 IEEE 23rd …, 2023 - ieeexplore.ieee.org
To compensate for the weak transmission of GPS signals in the indoor environment, the
Channel State Information (CSI) is extracted from commercial WIFI signals and utilized as a …
Channel State Information (CSI) is extracted from commercial WIFI signals and utilized as a …
Identifying Subject Bias in WiFi-based Human Activity Recognition Evaluation Methods
Abstract WiFi-based Human Activity Recognition (HAR) has emerged as a promising
approach for monitoring and analysing human activities in a non-intrusive manner …
approach for monitoring and analysing human activities in a non-intrusive manner …
Human Activity Recognition Using
CSI Wi-Fi, E Caballero, I Galdino… - … for Healthcare: 17th …, 2024 - books.google.com
Wi-Fi signals were originally developed with a focus on communication. However, beyond
communication applications, Wi-Fi signals have been recently studied as a possible …
communication applications, Wi-Fi signals have been recently studied as a possible …
Além do Sinal: Autenticação Biofísica com Wi-Fi CSI e Raspberry Pi
EFG Trindade, FS de Almeida… - Simpósio Brasileiro de …, 2024 - sol.sbc.org.br
Resumo O Channel State Information (CSI) do Wi-Fi tem sido amplamente estudado em
atividades de sensoriamento. No entanto, implementações práticas voltadas à autenticação …
atividades de sensoriamento. No entanto, implementações práticas voltadas à autenticação …