• Dec 24, 2021 News!Vol 10, No 1- Vol 10, No 2 has been indexed by IET-(Inspec)   [Click]
  • Aug 27, 2020 News!Welcome Prof. D. P. Sharma from India to join the Editorial board of IJFCC     [Click]
  • Aug 18, 2022 News!Vol.11, No.3 has been published with online version.     [Click]
General Information
Editor-in-chief

Prof. Pascal Lorenz
University of Haute Alsace, France
 
It is my honor to be the editor-in-chief of IJFCC. The journal publishes good papers in the field of future computer and communication. Hopefully, IJFCC will become a recognized journal among the readers in the filed of future computer and communication.

IJFCC 2016 Vol.5(2): 94-98 ISSN: 2010-3751
doi: 10.18178/ijfcc.2016.5.2.451

Interference and Mobility-Aware Routing Scheme Based on Reinforcement Learning

Jae-Joon Lee and Jinsuk Kang
Abstract—Autonomous systems with communication capability are being widely used in diverse fields as the technology rapidly advances. One of key requirements for these systems is to provide reliable data communication in the face of mobility and interference that can significantly deteriorate network performance and service. To deal with this problem, we propose an interference and mobility-aware routing scheme based on reinforcement learning algorithm. The proposed scheme utilizes the mobility and interference characteristics of the network as a reward from the environment. Then, routes are selected based on learning from the network. Simulation results show that our scheme can achieve reliable data delivery paths in the face of interference and mobility.

Index Terms—Interference, mobility, reinforcement learning, and routing.

The authors are with Ajou University, Korea (e-mail: jjnlee@ajou.ac.kr).

[PDF]

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.

Copyright © 2008-2022. International Journal of Future Computer and Communication. All rights reserved.
E-mail: ijfcc@ejournal.net