To Theoretically Understand Transformer-Based In-Context Learning for Optimizing CSMA

Shugang Hao, Hongbo Li, Lingjie Duan

The binary exponential backoff scheme is widely used in WiFi 7 and still incurs poor throughput performance under dynamic channel environments. Recent model-based approaches (e.g.,…