Cover Image

On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Cena, Gianluca, Formis, Gabriele, Rosani, Matteo, Scanzio, Stefano
Format:	Preprint
Published:	2024
Subjects:	Networking and Internet Architecture Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Accurate and Efficient Prediction of Wi-Fi Link Quality Based on Machine Learning
by: Formis, Gabriele, et al.
Published: (2025)

Mixing Neural Networks and Exponential Moving Averages for Predicting Wireless Links Behavior
by: Formis, Gabriele, et al.
Published: (2024)

Packet Steering Mechanisms for MLO in Wi-Fi 7
by: Cena, Gianluca, et al.
Published: (2024)

Multi-Link Operation and Wireless Digital Twin to Support Enhanced Roaming in Next-Gen Wi-Fi
by: Scanzio, Stefano, et al.
Published: (2024)

Widening the Coverage of Reference Broadcast Infrastructure Synchronization in Wi-Fi Networks
by: Cena, Gianluca, et al.
Published: (2025)

Improving Wi-Fi Network Performance Prediction with Deep Learning Models
by: Formis, Gabriele, et al.
Published: (2025)

Wi-Fi Rate Adaptation for Moving Equipment in Industrial Environments
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)

Machine Learning to Predict Slot Usage in TSCH Wireless Sensor Networks
by: Scanzio, Stefano, et al.
Published: (2025)

A Software Platform for Testing Multi-Link Operation in Industrial Wi-Fi Networks
by: Rosani, Matteo, et al.
Published: (2024)

On the Prediction of Wi-Fi Performance through Deep Learning
by: Formis, Gabriele, et al.
Published: (2025)

Performance Evaluation of Parallel Wi-Fi Redundancy with Deferral Techniques
by: Cena, Gianluca, et al.
Published: (2025)

Wireless Sensor Networks based on TSCH/TDMA with Power Consumption and Latency Constraints
by: Scanzio, Stefano, et al.
Published: (2024)

QRtree -- Decision Tree dialect specification of QRscript
by: Scanzio, Stefano, et al.
Published: (2024)

QRscript specification
by: Scanzio, Stefano, et al.
Published: (2024)

Analysis of the operation of a TSN switch and other devices using executable QR codes
by: Scanzio, Stefano, et al.
Published: (2025)

Executable QR codes with Machine Learning for Industrial Applications
by: Scanzio, Stefano, et al.
Published: (2024)

QRscript: Embedding a Programming Language in QR codes to support Decision and Management
by: Scanzio, Stefano, et al.
Published: (2024)

Robust Multicast Origin Authentication in MACsec and CANsec for Automotive Scenarios
by: Cena, Gianluca, et al.
Published: (2025)

ReinWiFi: Application-Layer QoS Optimization of WiFi Networks with Reinforcement Learning
by: Li, Qianren, et al.
Published: (2024)

Distributed Learning for Wi-Fi AP Load Prediction
by: Salami, Dariush, et al.
Published: (2024)

Wireless Link Quality Estimation Using LSTM Model
by: Kanto, Yuki, et al.
Published: (2024)

EKF-Based Fusion of Wi-Fi/LiDAR/IMU for Indoor Localization and Navigation
by: Li, Zeyi, et al.
Published: (2025)

Static vs. Dynamic Databases for Indoor Localization based on Wi-Fi Fingerprinting: A Discussion from a Data Perspective
by: Tang, Zhe, et al.
Published: (2024)

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

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

"It's Your Turn": A Novel Channel Contention Mechanism for Improving Wi-Fi's Reliability
by: Wilhelmi, Francesc, et al.
Published: (2024)

On-Device LLM for Context-Aware Wi-Fi Roaming
by: Lee, Ju-Hyung, et al.
Published: (2025)

Modeling and Analysis of Coexistence Between MLO NSTR-based Wi-Fi 7 and Legacy Wi-Fi
by: Jung, Suhwan, et al.
Published: (2025)

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

OpenWiFiSync: Open Source Implementation of a Clock Synchronization Algorithm using Wi-Fi
by: Gundall, M., et al.
Published: (2024)

WiFiSim: Simulating WiFi Probe Requests via AOSP Analysis and Device Behavior Modeling
by: Hao, Lifei, et al.
Published: (2025)

Multivariate Wireless Link Quality Prediction Based on Pre-trained Large Language Models
by: Yan, Zhuangzhuang, et al.
Published: (2025)

Smart Routing with Precise Link Estimation: DSEE-Based Anypath Routing for Reliable Wireless Networking
by: Nourzad, Narjes, et al.
Published: (2024)

The Challenges of Trace-Driven Wi-Fi Emulation
by: Syed, Mohammad Imran, et al.
Published: (2020)

Accurate Passive Radar via an Uncertainty-Aware Fusion of Wi-Fi Sensing Data
by: Cominelli, Marco, et al.
Published: (2024)

Leggiero: Analog WiFi Backscatter with Payload Transparency
by: Na, Xin, et al.
Published: (2025)

Neuro-Symbolic Fusion of Wi-Fi Sensing Data for Passive Radar with Inter-Modal Knowledge Transfer
by: Cominelli, Marco, et al.
Published: (2024)

Virtual Reality Traffic Prioritization for Wi-Fi Quality of Service Improvement using Machine Learning Classification Techniques
by: Shaabanzadeh, Seyedeh Soheila, et al.
Published: (2024)

Comparison of STR and EMLSR Performance in Wi-Fi 7 MLO
by: Choorakuzhiyil, Aishwarya, et al.
Published: (2025)