2 papers
cs.LG2025
Learning-Based User Association for MmWave Vehicular Networks With Kernelized Contextual Bandits
Xiaoyang He, Xiaoxia Huang
Vehicles require timely channel conditions to determine the base station (BS) to communicate with, but it is costly to estimate the fast-fading mmWave channels frequently. Without…
cs.LG2024
Contextual Bandits with Non-Stationary Correlated Rewards for User Association in MmWave Vehicular Networks
Xiaoyang He, Xiaoxia Huang, Lanhua Li
Millimeter wave (mmWave) communication has emerged as a propelling technology in vehicular communication. Usually, an appropriate decision on user association requires timely chann…