Improving Wi-Fi Network Performance Prediction with Deep Learning Models
Fuente:
arXiv
Saved in:
| Main Authors: | Formis, Gabriele, Ericson, Amanda, Forsstrom, Stefan, Thar, Kyi, Cena, Gianluca, Scanzio, Stefano |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
On the Prediction of Wi-Fi Performance through Deep Learning
by: Formis, Gabriele, et al.
Published: (2025)
by: Formis, Gabriele, et al.
Published: (2025)
Widening the Coverage of Reference Broadcast Infrastructure Synchronization in Wi-Fi Networks
by: Cena, Gianluca, et al.
Published: (2025)
by: Cena, Gianluca, et al.
Published: (2025)
Accurate and Efficient Prediction of Wi-Fi Link Quality Based on Machine Learning
by: Formis, Gabriele, et al.
Published: (2025)
by: Formis, Gabriele, et al.
Published: (2025)
On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality
by: Cena, Gianluca, et al.
Published: (2024)
by: Cena, Gianluca, et al.
Published: (2024)
Performance Evaluation of Parallel Wi-Fi Redundancy with Deferral Techniques
by: Cena, Gianluca, et al.
Published: (2025)
by: Cena, Gianluca, et al.
Published: (2025)
Mixing Neural Networks and Exponential Moving Averages for Predicting Wireless Links Behavior
by: Formis, Gabriele, et al.
Published: (2024)
by: Formis, Gabriele, et al.
Published: (2024)
Packet Steering Mechanisms for MLO in Wi-Fi 7
by: Cena, Gianluca, et al.
Published: (2024)
by: Cena, Gianluca, et al.
Published: (2024)
Machine Learning to Predict Slot Usage in TSCH Wireless Sensor Networks
by: Scanzio, Stefano, et al.
Published: (2025)
by: Scanzio, Stefano, et al.
Published: (2025)
Wi-Fi Rate Adaptation for Moving Equipment in Industrial Environments
by: Chiavassa, Pietro, et al.
Published: (2025)
by: Chiavassa, Pietro, et al.
Published: (2025)
On the Suitability of Wi-Fi for Interconnecting Moving Equipment in Industrial Environments
by: Chiavassa, Pietro, et al.
Published: (2025)
by: Chiavassa, Pietro, et al.
Published: (2025)
Multi-Link Operation and Wireless Digital Twin to Support Enhanced Roaming in Next-Gen Wi-Fi
by: Scanzio, Stefano, et al.
Published: (2024)
by: Scanzio, Stefano, et al.
Published: (2024)
Wireless Sensor Networks based on TSCH/TDMA with Power Consumption and Latency Constraints
by: Scanzio, Stefano, et al.
Published: (2024)
by: Scanzio, Stefano, et al.
Published: (2024)
A Spatio-temporal Prediction Methodology Based on Deep Learning and Real Wi-Fi Measurements
by: Shaabanzadeh, Seyedeh Soheila, et al.
Published: (2024)
by: Shaabanzadeh, Seyedeh Soheila, et al.
Published: (2024)
A Software Platform for Testing Multi-Link Operation in Industrial Wi-Fi Networks
by: Rosani, Matteo, et al.
Published: (2024)
by: Rosani, Matteo, et al.
Published: (2024)
IEEE 802.11be Wi-Fi 7: Feature Summary and Performance Evaluation
by: Liu, Xiaoqian, et al.
Published: (2023)
by: Liu, Xiaoqian, et al.
Published: (2023)
An Integrated Communication and Computing Scheme for Wi-Fi Networks based on Generative AI and Reinforcement Learning
by: Du, Xinyang, et al.
Published: (2024)
by: Du, Xinyang, et al.
Published: (2024)
WiFi Pathologies Detection using LLMs
by: Abkenar, Forough Shirin
Published: (2025)
by: Abkenar, Forough Shirin
Published: (2025)
Passive Indoor Localization with WiFi Fingerprints
by: Hoang, Minh Tu, et al.
Published: (2021)
by: Hoang, Minh Tu, et al.
Published: (2021)
GR-WiFi: A GNU Radio based WiFi Platform with Single-User and Multi-User MIMO Capability
by: Lin, Natong, et al.
Published: (2025)
by: Lin, Natong, et al.
Published: (2025)
Wi-Fi 8: Embracing the Millimeter-Wave Era
by: Liu, Xiaoqian, et al.
Published: (2023)
by: Liu, Xiaoqian, et al.
Published: (2023)
RateCount: Learning-Free Device Counting by Wi-Fi Probe Listening
by: He, Tianlang, et al.
Published: (2025)
by: He, Tianlang, et al.
Published: (2025)
Toward Integrated Sensing and Communications in IEEE 802.11bf Wi-Fi Networks
by: Meneghello, Francesca, et al.
Published: (2022)
by: Meneghello, Francesca, et al.
Published: (2022)
Scalable Interference Graph Learning for Low-Latency Wi-Fi Networks using Hashing-based Evolution Strategy
by: Gu, Zhouyou, et al.
Published: (2025)
by: Gu, Zhouyou, et al.
Published: (2025)
DOLOS: Tricking the Wi-Fi APs with Incorrect User Locations
by: Arun, Aditya, et al.
Published: (2024)
by: Arun, Aditya, et al.
Published: (2024)
CIRSense: Rethinking WiFi Sensing with Channel Impulse Response
by: Kong, Ruiqi, et al.
Published: (2025)
by: Kong, Ruiqi, et al.
Published: (2025)
Indoor Sharing in the Mid-Band: A Performance Study of Neutral-Host, Cellular Macro, and Wi-Fi
by: Palathinkal, Joshua Roy, et al.
Published: (2025)
by: Palathinkal, Joshua Roy, et al.
Published: (2025)
Modelling and Performance Analysis of Non-Primary Channel Access in Wi-Fi Networks
by: Bellalta, Boris, et al.
Published: (2025)
by: Bellalta, Boris, et al.
Published: (2025)
Wi-BFI: Extracting the IEEE 802.11 Beamforming Feedback Information from Commercial Wi-Fi Devices
by: Haque, Khandaker Foysal, et al.
Published: (2023)
by: Haque, Khandaker Foysal, et al.
Published: (2023)
Graph-based Fingerprint Update Using Unlabelled WiFi Signals
by: Chiu, Ka Ho, et al.
Published: (2025)
by: Chiu, Ka Ho, et al.
Published: (2025)
Baton: Compensate for Missing Wi-Fi Features for Practical Device-free Tracking
by: Zhao, Yiming, et al.
Published: (2025)
by: Zhao, Yiming, et al.
Published: (2025)
Wi-Fi 6 Cross-Technology Interference Detection and Mitigation by OFDMA: an Experimental Study
by: Havinga, Thijs, et al.
Published: (2025)
by: Havinga, Thijs, et al.
Published: (2025)
Domino: Dominant Path-based Compensation for Hardware Impairments in Modern WiFi Sensing
by: Kong, Ruiqi, et al.
Published: (2025)
by: Kong, Ruiqi, et al.
Published: (2025)
BeamSense: Rethinking Wireless Sensing with MU-MIMO Wi-Fi Beamforming Feedback
by: Haque, Khandaker Foysal, et al.
Published: (2023)
by: Haque, Khandaker Foysal, et al.
Published: (2023)
Bi-directional Beamforming Feedback-based Firmware-agnostic WiFi Sensing: An Empirical Study
by: Kondo, S., et al.
Published: (2021)
by: Kondo, S., et al.
Published: (2021)
Analysis of the operation of a TSN switch and other devices using executable QR codes
by: Scanzio, Stefano, et al.
Published: (2025)
by: Scanzio, Stefano, 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)
by: Keshtiarast, Navid, et al.
Published: (2025)
Wi-Fi: Twenty-Five Years and Counting
by: Geraci, Giovanni, et al.
Published: (2025)
by: Geraci, Giovanni, et al.
Published: (2025)
Beamforming Feedback-based Model-Driven Angle of Departure Estimation Toward Legacy Support in WiFi Sensing: An Experimental Study
by: Itahara, Sohei, et al.
Published: (2021)
by: Itahara, Sohei, et al.
Published: (2021)
Wi-Fi HaLow (IEEE 802.11ah) for Long-Range Monitoring Links: Point-to-Point NLoS/LoS and LoS Mesh Field Characterization
by: Xu, Jiajie, et al.
Published: (2026)
by: Xu, Jiajie, et al.
Published: (2026)
Robust Multicast Origin Authentication in MACsec and CANsec for Automotive Scenarios
by: Cena, Gianluca, et al.
Published: (2025)
by: Cena, Gianluca, et al.
Published: (2025)
Similar Items
-
On the Prediction of Wi-Fi Performance through Deep Learning
by: Formis, Gabriele, et al.
Published: (2025) -
Widening the Coverage of Reference Broadcast Infrastructure Synchronization in Wi-Fi Networks
by: Cena, Gianluca, et al.
Published: (2025) -
Accurate and Efficient Prediction of Wi-Fi Link Quality Based on Machine Learning
by: Formis, Gabriele, et al.
Published: (2025) -
On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality
by: Cena, Gianluca, et al.
Published: (2024) -
Performance Evaluation of Parallel Wi-Fi Redundancy with Deferral Techniques
by: Cena, Gianluca, et al.
Published: (2025)