An Online Learning Approach to Shortest Path and Backpressure Routing in Wireless Networks

An Online Learning Approach to Shortest Path and Backpressure Routing in Wireless Networks

We consider the problem of adaptive routing in wireless communication networks. The problem is investigated in the online learning context, where the link states are assumed to be random variables drawn from unknown distributions, independent and identically distributed across links and time. This s...

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Bibliographic Details
Main Authors: Omer Amar, Ilana Sarfati, Kobi Cohen
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Adaptive routing
online learning
cognitive radio networks
shortest path
backpressure
Online Access:https://ieeexplore.ieee.org/document/10143188/

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