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Evaluating a Cognitive Extension for the Licklider Transmission Protocol in a Spacecraft Emulation TestbedIn space communications, particularly when involving regions beyond cislunar space, the development of advanced networking solutions is essential to address the challenges posed by limited connectivity, substantial propagation delays, and radio signal variations. This study explores a data-driven approach to the Licklider Transmission Protocol (LTP), specifically focusing on dynamically adjusting the maximum payload size of segments. Prior research has emphasized the potential benefits of dynamically adjusting this parameter, introducing the concept of Cognitive LTP. This paper presents a software implementation of Cognitive LTP (CLTP) within an open-source Delay Tolerant Networking (DTN) framework, specifically the High-rate Delay Tolerant Networking (HDTN), and experimentally evaluates its performance under realistic space conditions. Leveraging the Cognitive Ground Testbed (CGT), developed by NASA GRC for spacecraft communication emulation, this study effectively bridges the gap between theoretical advancements and practical applications. By thoroughly analyzing CLTP’s functionality within the CGT, this research offers insights into the practical implications of adaptive networking strategies, emphasizing the importance of conducting tests in relevant environments for the maturation of space communication technologies.
Document ID
20240007261
Acquisition Source
Glenn Research Center
Document Type
Conference Paper
Authors
Ricardo Lent
(University of Houston Houston, Texas, United States)
Rachel Dudukovich
(Glenn Research Center Cleveland, United States)
Joseph Downey
(Glenn Research Center Cleveland, United States)
Adam Gannon
(Glenn Research Center Cleveland, United States)
Ethan Schweinsberg
(Glenn Research Center Cleveland, United States)
Evan Danish
(ZIN Technologies (United States) Cleveland, United States)
Date Acquired
June 6, 2024
Subject Category
Aeronautics (General)
Meeting Information
Meeting: Space Terrestrial Internetworking Workshop
Location: Mountain View, CA
Country: US
Start Date: July 15, 2024
End Date: July 16, 2024
Sponsors: Institute of Electrical and Electronics Engineers
Funding Number(s)
WBS: 553323.04.01.03
CONTRACT_GRANT: 80NSSC22K0259
Distribution Limits
Public
Copyright
Public Use Permitted.
Technical Review
Single Expert
Keywords
Delay Tolerant Networking
Reinforcement Learning
Licklider Transmission Protocol
Spiking Neural Networks
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