Next generation networks are expected to be ultradense and aim to explore
spectrum sharing paradigm that allows users to communicate in licensed, shared
as well as unlicensed spectrum. Such ultra-dense networks will incur
significant signaling load at base stations leading to a negativ
本文研究了无碰撞信息的分布式随机多人多臂老虎机(MP-MAB)问题。提出了基于误差校正同步(EC-SIC)的算法,通过使用 Z 通道模型的最优纠错编码来通信奖励统计信息,实现分布式随机 MP-MAB 的遗憾率接近中心化情况下的遗憾率的效果。经过实验,证明 EC-SIC 算法在合成和真实数据集上都优于重复码、翻转码和修改的汉明码等实用 Z 通道编码。