doi: 10.18178/ijfcc.2016.5.2.451
Interference and Mobility-Aware Routing Scheme Based on Reinforcement Learning
Jae-Joon Lee
,
- Ajou University, Korea.
Abstract
Autonomous systems with communicationcapability are being widely used in diverse fields as thetechnology rapidly advances. One of key requirements for thesesystems is to provide reliable data communication in the face ofmobility and interference that can significantly deterioratenetwork performance and service. To deal with this problem, wepropose an interference and mobility-aware routing schemebased on reinforcement learning algorithm. The proposedscheme utilizes the mobility and interference characteristics ofthe network as a reward from the environment. Then, routes areselected based on learning from the network. Simulation resultsshow that our scheme can achieve reliable data delivery paths inthe face of interference and mobility.
Keywords
- Interference
- mobility
- reinforcement learning
- and routing
How to Cite
Jae-Joon Lee and Jinsuk Kang, "Interference and Mobility-Aware Routing Scheme Based on Reinforcement Learning," International Journal of Future Computer and Communication, vol. 5, no. 2, pp. 94-98, 2016. https://doi.org/ 10.18178/ijfcc.2016.5.2.451
Copyright & License
Copyright © 2016 by the authors. This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited (CC BY 4.0).