Cover Image

A Tutorial-cum-Survey on Self-Supervised Learning for Wi-Fi Sensing: Trends, Challenges, and Outlook

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Radwan, Ahmed Y., Yildirim, Mustafa, Hasanzadeh, Navid, Tabassum, Hina, Valaee, Shahrokh
Format:	Preprint
Published:	2025
Subjects:	Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MORIC: CSI Delay-Doppler Decomposition for Robust Wi-Fi-based Human Activity Recognition
by: Hasanzadeh, Navid, et al.
Published: (2025)

DoRF: Doppler Radiance Fields for Robust Human Activity Recognition Using Wi-Fi
by: Hasanzadeh, Navid, et al.
Published: (2025)

Doppler Radiance Field-Guided Antenna Selection for Improved Generalization in Multi-Antenna Wi-Fi-based Human Activity Recognition
by: Hasanzadeh, Navid, et al.
Published: (2025)

MU-SHOT-Fi: Self-Supervised Multi-User Wi-Fi Sensing with Source-free Unsupervised Domain Adaptation
by: Radwan, Ahmed Y., et al.
Published: (2026)

Zero Access Points 3D Cooperative Positioning via RIS and Sidelink Communications
by: Ammous, Mustafa, et al.
Published: (2023)

RSCNet: Dynamic CSI Compression for Cloud-based WiFi Sensing
by: Barahimi, Borna, et al.
Published: (2024)

Model-Based Deep Learning Tuning of Reconfigurable Intelligent Surface for OFDM Radar Interference Mitigation
by: Parchekani, Ali, et al.
Published: (2025)

Reflection Map Construction: Enhancing and Speeding Up Indoor Localization
by: Johnny, Milad, et al.
Published: (2024)

RIS Partitioning and User Clustering for Resilient Non-Orthogonal Multiple Access UAV Networks
by: Saif, Mohammed, et al.
Published: (2025)

Context-Aware Predictive Coding: A Representation Learning Framework for WiFi Sensing
by: Barahimi, B., et al.
Published: (2024)

Reconfigurable Intelligent Surface for OFDM Radar Interference Mitigation
by: Parchekani, Ali, et al.
Published: (2025)

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

AMAR: Lightweight Attention-Based Multi-User Activity Recognition from Wi-Fi CSI
by: Mohammadi, Amirhossein, et al.
Published: (2026)

CIG-MAE: Cross-Modal Information-Guided Masked Autoencoder for Self-Supervised WiFi Sensing
by: Liu, Gang, et al.
Published: (2025)

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

Broad and Spectral-Efficient Beamforming for the Uni-polarized Reconfigurable Intelligent Surfaces
by: Javad-Kalbasi, Mohammad, et al.
Published: (2024)

Uni-polarized RIS Beamforming for Improving Connectivity of Multi-RIS-Assisted D2D Networks
by: Saif, Mohammed, et al.
Published: (2024)

Neuro-Wideband WiFi Sensing via Self-Conditioned CSI Extrapolation
by: Ji, Sijie, et al.
Published: (2026)

An SDR-Based Monostatic Wi-Fi System with Analog Self-Interference Cancellation for Sensing
by: Kristensen, Andreas Toftegaard, et al.
Published: (2024)

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

Learning to Slice Wi-Fi Networks: A State-Augmented Primal-Dual Approach
by: Uslu, Yiğit Berkay, et al.
Published: (2024)

SwinFi: a CSI Compression Method based on Swin Transformer for Wi-Fi Sensing
by: Bian, Jichen
Published: (2024)

SA-WiSense: A Blind-Spot-Free Respiration Sensing Framework for Single-Antenna Wi-Fi Devices
by: Liu, Guangteng, et al.
Published: (2025)

Coexistence analysis of Wi-Fi 6E and 5G NR-U in the 6 GHz band
by: Keshtiarast, Navid, 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)

Hybrid Fusion for 802.11ax Wi-Fi-based Passive Radars Exploiting Beamforming Feedbacks
by: Willame, Martin, et al.
Published: (2024)

Multiple Access Techniques for Intelligent and Multi-Functional 6G: Tutorial, Survey, and Outlook
by: Clerckx, Bruno, et al.
Published: (2024)

Smart CSI Processing for Accruate Commodity WiFi-based Humidity Sensing
by: Deng, Yirui, et al.
Published: (2024)

Efficient Beamforming Feedback Information-Based Wi-Fi Sensing by Feature Selection
by: Li, Xin, et al.
Published: (2024)

Over-the-Air FEEL with Integrated Sensing: Joint Scheduling and Beamforming Design
by: Asaad, Saba, et al.
Published: (2025)

A Short Overview of Multi-Modal Wi-Fi Sensing
by: Zhao, Zijian
Published: (2025)

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

Resource Allocation in Cooperative Mid-band/THz Networks in the Presence of Mobility
by: Saeidi, Mohammad Amin, et al.
Published: (2025)

Deep Learning-based CSI Feedback in Wi-Fi Systems
by: Qi, Fan, et al.
Published: (2024)

ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking
by: Li, Rong, et al.
Published: (2025)

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

CIRSense: Rethinking WiFi Sensing with Channel Impulse Response
by: Kong, Ruiqi, et al.
Published: (2025)

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

Collaborative Fall Detection and Response using Wi-Fi Sensing and Mobile Companion Robot
by: Chen, Yunwang, et al.
Published: (2024)

A Survey on Integrated Sensing and Communication with Intelligent Metasurfaces: Trends, Challenges, and Opportunities
by: Magbool, Ahmed, et al.
Published: (2024)