{ADR-X}:{ANN-Assisted} Wireless Link Rate Adaptation for {Compute-Constrained} Embedded Gaming Devices

H Yin, M Ramanujam, J Schaefer, S Adermann… - … USENIX Symposium on …, 2024 - usenix.org
The wireless channel between gaming console and accessories eg controllers and
headsets, experiences extremely rapid variations due to abrupt head and hand movements …

An experience driven design for IEEE 802.11 ac rate adaptation based on reinforcement learning

SC Chen, CY Li, CH Chiu - IEEE INFOCOm 2021-IEEE …, 2021 - ieeexplore.ieee.org
The IEEE 802.11 ac supports gigabit speeds by extending 802.11 n air-interface features
and increases the number of rate options by more than two times. Enabling so many rate …

MAC-layer rate control for 802.11 networks: A survey

W Yin, P Hu, J Indulska, M Portmann, Y Mao - Wireless Networks, 2020 - Springer
Rate control at the MAC-layer is one of the fundamental building blocks in many wireless
networks. Over the past two decades, around thirty mechanisms have been proposed in the …

Towards low-latency and ultra-reliable services in wireless communication

H Yin - 2023 - search.proquest.com
Abstract Ultra-Reliable and Low-Latency Communications (URLLC) services are critical for
a wide range of applications such as industrial automation, intelligent transportation …

MAC-layer rate control for 802.11 networks: Lesson learned and looking forward

W Yin, P Hu, J Indulska, M Portmann, Y Mao - arXiv preprint arXiv …, 2018 - arxiv.org
Rate control at the MAC-layer is one of the fundamental building blocks in many wireless
networks. Over the past two decades around thirty mechanisms have been proposed in the …

Rate Adaptation: A Practical Algorithm for Heterogeneous Wi-Fi Networks

NK Le, VN Hoang, QC Ly… - 2022 IEEE Ninth …, 2022 - ieeexplore.ieee.org
This paper addresses a practical rate adaptation algorithm for heterogeneous Wi-Fi
networks. This low complexity algorithm is efficient and applicable for both Legacy and …

Edra: Experience Driven Rate Adaptation Based on Deep Reinforcement Learning for 802.11 ac Networks

SC Chen, CY Li, CH Chiu - Available at SSRN 4661700 - papers.ssrn.com
IEEE 802.11 ac supports gigabit speeds by extending the 802.11 n air-interface features and
increases the number of rate options by more than two times. However, enabling so many …