Cover Image

A Survey on Wi-Fi Sensing Generalizability: Taxonomy, Techniques, Datasets, and Future Research Prospects

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Fei, Zhang, Tingting, Xi, Wei, Ding, Han, Wang, Ge, Zhang, Di, Cui, Yuanhao, Liu, Fan, Han, Jinsong, Xu, Jie, Han, Tony Xiao
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

XRF V2: A Dataset for Action Summarization with Wi-Fi Signals, and IMUs in Phones, Watches, Earbuds, and Glasses
by: Lan, Bo, et al.
Published: (2025)

CCS: Continuous Learning for Customized Incremental Wireless Sensing Services
by: Fu, Qunhang, et al.
Published: (2024)

A Sensing Dataset Protocol for Benchmarking and Multi-Task Wireless Sensing
by: Huang, Jiawei, et al.
Published: (2025)

WiDistill: Distilling Large-scale Wi-Fi Datasets with Trajectory Matching
by: Wang, Tiantian, et al.
Published: (2024)

High-Fidelity and Location-Robust Respiratory Waveform Monitoring with Single-Antenna WiFi
by: Wang, Hefei, et al.
Published: (2026)

Rethinking RSSI for WiFi Sensing
by: Wang, Zhongqin, et al.
Published: (2026)

Talk is Not Always Cheap: Promoting Wireless Sensing Models with Text Prompts
by: Yang, Zhenkui, et al.
Published: (2025)

mmEgoHand: Egocentric Hand Pose Estimation and Gesture Recognition with Head-mounted Millimeter-wave Radar and IMU
by: Lv, Yizhe, et al.
Published: (2025)

WiMANS: A Benchmark Dataset for WiFi-based Multi-user Activity Sensing
by: Huang, Shuokang, et al.
Published: (2024)

Uni-Fi: Integrated Multi-Task Wi-Fi Sensing
by: Li, Mengning, et al.
Published: (2026)

CRC-based Reliable WiFi Backscatter Communication for Supply Chain Management
by: Liu, Yun-Hao, et al.
Published: (2023)

Wi-Chat: Large Language Model Powered Wi-Fi Sensing
by: Zhang, Haopeng, et al.
Published: (2025)

SDP: A Unified Protocol and Benchmarking Framework for Reproducible Wireless Sensing
by: Zhang, Di, et al.
Published: (2026)

MobiDiary: Autoregressive Action Captioning with Wearable Devices and Wireless Signals
by: Deng, Fei, et al.
Published: (2026)

Resource and Mobility Management in Hybrid LiFi and WiFi Networks: A User-Centric Learning Approach
by: Ji, Han, et al.
Published: (2024)

GR-WiFi: A GNU Radio based WiFi Platform with Single-User and Multi-User MIMO Capability
by: Lin, Natong, et al.
Published: (2025)

A Survey on Federated Analytics: Taxonomy, Enabling Techniques, Applications and Open Issues
by: Wang, Zibo, et al.
Published: (2024)

Wall-Proximity Matters: Understanding the Effect of Device Placement with Respect to the Wall for Indoor Wi-Fi Sensing
by: Wang, He, et al.
Published: (2024)

CSI-Bench: A Large-Scale In-the-Wild Dataset for Multi-task WiFi Sensing
by: Zhu, Guozhen, et al.
Published: (2025)

WiRainbow: Single-Antenna Direction-Aware Wi-Fi Sensing via Dispersion Effect
by: Chang, Zhaoxin, et al.
Published: (2025)

Wi-Fi Sensing: Applications and Challenges
by: Khalili, A. M., et al.
Published: (2019)

User-Centric Machine Learning for Resource Allocation in MPTCP-Enabled Hybrid LiFi and WiFi Networks
by: Ji, Han, et al.
Published: (2024)

You Can Wash Hands Better: Accurate Daily Handwashing Assessment with a Smartwatch
by: Wang, Fei, et al.
Published: (2021)

Wi-CBR: Salient-aware Adaptive WiFi Sensing for Cross-domain Behavior Recognition
by: Zhang, Ruobei, et al.
Published: (2025)

We Can Hear You with mmWave Radar! An End-to-End Eavesdropping System
by: Han, Dachao, et al.
Published: (2025)

WiSLAT: A Simultaneous Device Localization and Target Tracking Method for Wi-Fi Systems
by: Chen, Chunxi, et al.
Published: (2026)

ESPARGOS: Phase-Coherent WiFi CSI Datasets for Wireless Sensing Research
by: Euchner, Florian, et al.
Published: (2024)

ARC-Fi: Exploiting Antenna Spatial Diversity for Label-Efficient Domain Generalization in Wi-Fi Sensing
by: Xu, Ke, et al.
Published: (2023)

Wi-Fi Radar via Over-the-Air Referencing: Bridging Wi-Fi Sensing and Bistatic Radar
by: Yamamoto, Koji
Published: (2026)

AI-Enhanced Distributed Channel Access for Collision Avoidance in Future Wi-Fi 8
by: Pan, Jinzhe, et al.
Published: (2025)

Wi-Fi Sensing Tool Release: Gathering 802.11ax Channel State Information from a Commercial Wi-Fi Access Point
by: Wang, Zisheng, et al.
Published: (2025)

A CSI Dataset for Wireless Human Sensing on 80 MHz Wi-Fi Channels
by: Meneghello, Francesca, et al.
Published: (2023)

BeamSense: Rethinking Wireless Sensing with MU-MIMO Wi-Fi Beamforming Feedback
by: Haque, Khandaker Foysal, et al.
Published: (2023)

A Task Decomposition and Planning Framework for Efficient LLM Inference in AI-Enabled WiFi-Offload Networks
by: Han, Mingqi, et al.
Published: (2026)

Improving WiFi CSI Fingerprinting with IQ Samples
by: Wang, Junjie, et al.
Published: (2024)

RoboFiSense: Attention-Based Robotic Arm Activity Recognition with WiFi Sensing
by: Zandi, Rojin, et al.
Published: (2023)

WiFlexFormer: Efficient WiFi-Based Person-Centric Sensing
by: Strohmayer, Julian, et al.
Published: (2024)

Wi-Spike: A Low-power WiFi Human Multi-action Recognition Model with Spiking Neural Networks
by: Zhang, Nengbo, et al.
Published: (2026)

Beyond Physical Labels: Redefining Domains for Robust WiFi-based Gesture Recognition
by: Zhang, Xiang, et al.
Published: (2026)

False Sense of Security on Protected Wi-Fi Networks
by: Lim, Yong Zhi, et al.
Published: (2025)