Extension on Adaptive MAC Protocol for Space Communications

Extension on Adaptive MAC Protocol for Space Communications

This work devises a novel approach for mitigating the effects of Catastrophic Forgetting in Deep Reinforcement Learning-based cognitive radio engine implementations employed in space communication applications. Previous implementations of cognitive radio space communication systems utilized a moving...

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Bibliographic Details
Main Author: Li, Max Hongming
Other Authors: Donald Richard Brown III, Committee Member
Format: Others
Published: Digital WPI 2018
Subjects:
Catastrophic Forgetting
Deep Reinforcement Learning
DVB-S2
Machine Learning
NASA
Space Communications
Online Access:https://digitalcommons.wpi.edu/etd-theses/1275
https://digitalcommons.wpi.edu/cgi/viewcontent.cgi?article=2270&context=etd-theses

Internet

https://digitalcommons.wpi.edu/etd-theses/1275
https://digitalcommons.wpi.edu/cgi/viewcontent.cgi?article=2270&context=etd-theses

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