Use of Logarithmic Rates in Multi-Armed Bandit-Based Transmission Rate Control Embracing Frame Aggregations in Wireless Networks

Use of Logarithmic Rates in Multi-Armed Bandit-Based Transmission Rate Control Embracing Frame Aggregations in Wireless Networks

Herein, we propose the use of the logarithmic values of data transmission rates for multi-armed bandit (MAB) algorithms that adjust the modulation and coding scheme (MCS) levels of data packets in carrier-sensing multiple access/collision avoidance (CSMA/CA) wireless networks. We argue that the util...

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Bibliographic Details
Main Author: Soohyun Cho
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Applied Sciences
Subjects:
multi-armed bandit (MAB)
CSMA/CA
rate adaptation
MCS
ns-3
machine learning
Online Access:https://www.mdpi.com/2076-3417/13/14/8485

Internet

https://www.mdpi.com/2076-3417/13/14/8485

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