4 papers
Intelligent Multi-link EDCA Optimization for Delay-Bounded QoS in Wi-Fi 7
Peini Yi, Wenchi Cheng, Jingqing Wang +3
IEEE 802.11be (Wi-Fi 7) introduces Multi-Link Operation (MLO) as a While MLO offers significant parallelism and capacity, realizing its full potential in guaranteeing strict delay…
AI-Enhanced Distributed Channel Access for Collision Avoidance in Future Wi-Fi 8
Jinzhe Pan, Jingqing Wang, Yuehui Ouyang +2
The exponential growth of wireless devices and stringent reliability requirements of emerging applications demand fundamental improvements in distributed channel access mechanisms…
Fair AI-STA for Legacy Wi-Fi: Enhancing Sensing and Power Management with Deep Q-Learning
Peini Yi, Wenchi Cheng, Zhanyu Ju +4
With the increasing complexity of Wi-Fi networks and the iterative evolution of 802.11 protocols, the Carrier Sense Multiple Access with Collision Avoidance (CSMA/CA) protocol face…
MAC Revivo: Artificial Intelligence Paves the Way
Jinzhe Pan, Jingqing Wang, Zelin Yun +4
The vast adoption of Wi-Fi and/or Bluetooth capabilities in Internet of Things (IoT) devices, along with the rapid growth of deployed smart devices, has caused significant interfer…