Learning-Based Channel Access in Wi-Fi: A Multi-Armed Bandit Approach
Fuente:
arXiv
Saved in:
| Main Authors: | Casasnovas, Miguel, Wilhelmi, Francesc, Combes, Richard, Wojnar, Maksymilian, Kosek-Szott, Katarzyna, Szott, Szymon, Jonsson, Anders, Esteve, Luis, Bellalta, Boris |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Performance Evaluation of Multi-Armed Bandit Algorithms for Wi-Fi Channel Access
by: Casasnovas, Miguel, et al.
Published: (2025)
by: Casasnovas, Miguel, et al.
Published: (2025)
Deep Reinforcement Learning-Based Scheduling for Wi-Fi Multi-Access Point Coordination
by: Nunez, David, et al.
Published: (2025)
by: Nunez, David, et al.
Published: (2025)
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi
by: Wilhelmi, Francesc, et al.
Published: (2024)
by: Wilhelmi, Francesc, et al.
Published: (2024)
Towards an AI/ML-defined Radio for Wi-Fi: Overview, Challenges, and Roadmap
by: Bellalta, Boris, et al.
Published: (2024)
by: Bellalta, Boris, et al.
Published: (2024)
Machine Learning & Wi-Fi: Unveiling the Path Towards AI/ML-Native IEEE 802.11 Networks
by: Wilhelmi, Francesc, et al.
Published: (2024)
by: Wilhelmi, Francesc, et al.
Published: (2024)
IEEE 802.11bn Multi-AP Coordinated Spatial Reuse with Hierarchical Multi-Armed Bandits
by: Wojnar, Maksymilian, et al.
Published: (2025)
by: Wojnar, Maksymilian, et al.
Published: (2025)
Towards Specialized Wireless Networks Using an ML-Driven Radio Interface
by: Szczech, Kamil, et al.
Published: (2025)
by: Szczech, Kamil, et al.
Published: (2025)
Indoor Positioning with Wi-Fi Location: A Survey of IEEE 802.11mc/az/bk Fine Timing Measurement Research
by: Kosek-Szott, Katarzyna, et al.
Published: (2025)
by: Kosek-Szott, Katarzyna, et al.
Published: (2025)
KISS: Keeping it Simple and Slotted when Learning to Communicate over Wireless
by: Szczech, Kamil, et al.
Published: (2026)
by: Szczech, Kamil, et al.
Published: (2026)
Coordinated Spatial Reuse Scheduling With Machine Learning in IEEE 802.11 MAPC Networks
by: Wojnar, Maksymilian, et al.
Published: (2025)
by: Wojnar, Maksymilian, et al.
Published: (2025)
Decentralized Spatial Reuse Optimization in Wi-Fi: An Internal Regret Minimization Approach
by: Wilhelmi, Francesc, et al.
Published: (2026)
by: Wilhelmi, Francesc, et al.
Published: (2026)
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)
Evaluating Wi-Fi Performance for VR Streaming: A Study on Realistic HEVC Video Traffic
by: Maura, Ferran, et al.
Published: (2026)
by: Maura, Ferran, et al.
Published: (2026)
Can cloud-based VR streaming handle Wi-Fi OBSS contention?
by: Casasnovas, Miguel, et al.
Published: (2025)
by: Casasnovas, Miguel, et al.
Published: (2025)
Improving Wi-Fi 8 Latency with Coordinated Spatial Reuse
by: Nunez, David, et al.
Published: (2025)
by: Nunez, David, et al.
Published: (2025)
Experimenting with Adaptive Bitrate Algorithms for Virtual Reality Streaming over Wi-Fi
by: Maura, Ferran, et al.
Published: (2024)
by: Maura, Ferran, et al.
Published: (2024)
Performance Evaluation of MLO for XR Streaming: Can Wi-Fi 7 Meet the Expectations?
by: Carrascosa-Zamacois, Marc, et al.
Published: (2024)
by: Carrascosa-Zamacois, Marc, et al.
Published: (2024)
Direction-Dependent Path Loss Modeling in Olive Orchards for Precision Agriculture
by: Sistani, Mohammad Rowhani, et al.
Published: (2026)
by: Sistani, Mohammad Rowhani, et al.
Published: (2026)
Experimental Evaluation of Interactive Edge/Cloud Virtual Reality Gaming over Wi-Fi using Unity Render Streaming
by: Casasnovas, Miguel, et al.
Published: (2024)
by: Casasnovas, Miguel, et al.
Published: (2024)
NeSt-VR: An Adaptive Bitrate Algorithm for Virtual Reality Streaming over Wi-Fi
by: Casasnovas, Miguel, et al.
Published: (2025)
by: Casasnovas, Miguel, et al.
Published: (2025)
"It's Your Turn": A Novel Channel Contention Mechanism for Improving Wi-Fi's Reliability
by: Wilhelmi, Francesc, et al.
Published: (2024)
by: Wilhelmi, Francesc, et al.
Published: (2024)
Wi-Fi: Twenty-Five Years and Counting
by: Geraci, Giovanni, et al.
Published: (2025)
by: Geraci, Giovanni, et al.
Published: (2025)
Autoencoder-Based CSI Compression for Beyond Wi-Fi 8 Coordinated Beamforming
by: Aboushehada, Ibrahim, et al.
Published: (2026)
by: Aboushehada, Ibrahim, et al.
Published: (2026)
KatarzynaKosek/RL-UORA: ieee_access_submission
by: KatarzynaKosek, et al.
Published: (2023)
by: KatarzynaKosek, et al.
Published: (2023)
Spatial Reuse in IEEE 802.11bn Coordinated Multi-AP WLANs: A Throughput Analysis
by: Nunez, David, et al.
Published: (2024)
by: Nunez, David, et al.
Published: (2024)
Distributed Learning for Wi-Fi AP Load Prediction
by: Salami, Dariush, et al.
Published: (2024)
by: Salami, Dariush, 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)
by: Shaabanzadeh, Seyedeh Soheila, et al.
Published: (2024)
Federated Deep Reinforcement Learning-Based Intelligent Channel Access in Dense Wi-Fi Deployments
by: Du, Xinyang, et al.
Published: (2024)
by: Du, Xinyang, et al.
Published: (2024)
Reinforced-lib: Rapid prototyping of reinforcement learning solutions
by: Szott, Szymon, et al.
Published: (2024)
by: Szott, Szymon, et al.
Published: (2024)
Modeling and Analysis of Coexistence Between MLO NSTR-based Wi-Fi 7 and Legacy Wi-Fi
by: Jung, Suhwan, et al.
Published: (2025)
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)
by: Yamamoto, Koji
Published: (2026)
CIRSense: Rethinking WiFi Sensing with Channel Impulse Response
by: Kong, Ruiqi, et al.
Published: (2025)
by: Kong, Ruiqi, et al.
Published: (2025)
AI-Enhanced Distributed Channel Access for Collision Avoidance in Future Wi-Fi 8
by: Pan, Jinzhe, et al.
Published: (2025)
by: Pan, Jinzhe, et al.
Published: (2025)
WiFiSim: Simulating WiFi Probe Requests via AOSP Analysis and Device Behavior Modeling
by: Hao, Lifei, et al.
Published: (2025)
by: Hao, Lifei, et al.
Published: (2025)
OpenWiFiSync: Open Source Implementation of a Clock Synchronization Algorithm using Wi-Fi
by: Gundall, M., et al.
Published: (2024)
by: Gundall, M., et al.
Published: (2024)
The Challenges of Trace-Driven Wi-Fi Emulation
by: Syed, Mohammad Imran, et al.
Published: (2020)
by: Syed, Mohammad Imran, et al.
Published: (2020)
Understanding and Enhancing Linux Kernel-based Packet Switching on WiFi Access Points
by: Zhang, Shiqi, et al.
Published: (2024)
by: Zhang, Shiqi, 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)
Leggiero: Analog WiFi Backscatter with Payload Transparency
by: Na, Xin, et al.
Published: (2025)
by: Na, Xin, et al.
Published: (2025)
ReinWiFi: Application-Layer QoS Optimization of WiFi Networks with Reinforcement Learning
by: Li, Qianren, et al.
Published: (2024)
by: Li, Qianren, et al.
Published: (2024)
Similar Items
-
Performance Evaluation of Multi-Armed Bandit Algorithms for Wi-Fi Channel Access
by: Casasnovas, Miguel, et al.
Published: (2025) -
Deep Reinforcement Learning-Based Scheduling for Wi-Fi Multi-Access Point Coordination
by: Nunez, David, et al.
Published: (2025) -
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi
by: Wilhelmi, Francesc, et al.
Published: (2024) -
Towards an AI/ML-defined Radio for Wi-Fi: Overview, Challenges, and Roadmap
by: Bellalta, Boris, et al.
Published: (2024) -
Machine Learning & Wi-Fi: Unveiling the Path Towards AI/ML-Native IEEE 802.11 Networks
by: Wilhelmi, Francesc, et al.
Published: (2024)