Distributed learning algorithm with synchronized epochs for dynamic spectrum access in unknown environment using multi-user restless multi-armed bandit

Dynamic spectrum access using cognitive radio has many application areas like smart-grid, Internet of Things, and various other device-to-device communication paradigms. In dynamic spectrum access, a user picks a channel out of N channels to transmit during each time-slot. Thus, the user gets an arb...

Full description

Bibliographic Details
Main Authors: Himanshu Agrawal, Krishna Asawa
Format: Article
Language:English
Published: Elsevier 2022-09-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157821000100