A machine learning concept for DTN routing

• Published in: IEEE International Conference on Wireless for Space and Extreme Environments conference digest (Online) pp. 110 - 115
• Main Authors: Dudukovich, Rachel, Hylton, Alan, Papachristou, Christos
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2017
• Subjects: Bayes methods; Delays; Learning (artificial intelligence); Machine learning algorithms; Protocols; Routing; Space vehicles

This paper discusses the concept and architecture of a machine learning based router for delay tolerant space networks. The techniques of reinforcement learning and Bayesian learning are used to supplement the routing decisions of the popular Contact Graph Routing algorithm. An introduction to the c...