Sequential Learning and Decision-Making in Wireless Resource Management

ISBN-13: 9783319505015 / Angielski / Twarda / 2017 / 118 str.

Rong Zheng; Cunqing Hua

Opis

This book lays out the theoretical foundation of the so-called multi-armed bandit (MAB) problems and puts it in the context of resource management in wireless networks.

Spis treści

Introduction.- Stochastic Multi-armed Bandit.- Markov Multi-armed Bandit.- Adversarial Multi-armed Bandit.- Spectrum Sensing and Access in Cognitive Radio Networks.- Sniffer Channel Assignment in Multi-channel Wireless Networks.- Online Routing in Multi-hop Wireless Networks.- Channel Selection and User Association in WiFi Networks.