• Aug 09, 2018 News![CFP] The annual meeting of IJFCC Editorial Board, ICCTD 2019, will be held in Prague, Czech Republic during March 2-4, 2019.   [Click]
  • Aug 09, 2018 News!IJFCC Vol. 6, No. 1-No. 3 has been indexed by EI (Inspec).   [Click]
  • Dec 24, 2018 News!The papers published in Vol.7, No.1-No.2 have all received dois from Crossref.
General Information
    • ISSN: 2010-3751
    • Frequency: Bimonthly (2012-2016); Quarterly (Since 2017)
    • DOI: 10.18178/IJFCC
    • Editor-in-Chief: Prof. Mohamed Othman
    • Executive Editor: Ms. Cherry L. Chan
    • Abstracting/ Indexing: Google Scholar,  Crossref, Electronic Journals LibraryEI (INSPEC, IET), etc.
    • E-mail:  ijfcc@ejournal.net 
Prof. Mohamed Othman
Department of Communication Technology and Network Universiti Putra Malaysia, Malaysia
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).


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.

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