[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 …

Wi-Fi Sensing Techniques for Human Activity Recognition: Brief Survey, Potential Challenges, and Research Directions

F Miao, Y Huang, Z Lu, T Ohtsuki, G Gui… - ACM Computing …, 2025 - dl.acm.org
Recent advancements in wireless communication technologies have made Wi-Fi signals
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

MS Islam, MH Kabir, MA Hasan, W Shin - IEEE Access, 2024 - ieeexplore.ieee.org
Wi-Fi based human activity recognition is emerging and preferable over other approaches
due to its numerous advantages, including privacy considerations, ubiquitousness, and easy …

Single person identification using wi-fi signals

JCH Soto, I Galdino, E Caballero… - 2023 IEEE Latin …, 2023 - ieeexplore.ieee.org
Over time, identification devices and applications have evolved. However, they still require
people to perform certain actions to obtain their identification. Recently, Channel State …

Human activity recognition using wi-fi csi

E Caballero, I Galdino, JCH Soto, TC Ramos… - … on Pervasive Computing …, 2023 - Springer
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 …

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 …

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 …

Identifying Subject Bias in WiFi-based Human Activity Recognition Evaluation Methods

A Elkelany, RJ Ross, S McKeever - 2024 - arrow.tudublin.ie
Abstract WiFi-based Human Activity Recognition (HAR) has emerged as a promising
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 …

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 …