An MDP-Based Time Domain Impulse Jamming Mitigation Scheme

Yutao Wang, Yingtao Niu, Jianzhong Chen, Fang Fang

Abstract

This paper proposed a method through a time domain Markov decision process as a countermeasure of random periodic impulse jamming for a user in a time slotted environment. First, the random periodic impulse jamming is modelled. Then the time domain MDP-based anti-jamming communication model is proposed and the optimal transition probability on each state is calculated. Finally, we proposed an online learning algorithm to approach the optimal transition probabilities. Simulation results show that our method is better than other countermeasures of impulse jamming.

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Paper Citation


in Harvard Style

Wang Y., Niu Y., Chen J. and Fang F. (2019). An MDP-Based Time Domain Impulse Jamming Mitigation Scheme.In Proceedings of the International Conference on Advances in Computer Technology, Information Science and Communications - Volume 1: CTISC, ISBN 978-989-758-357-5, pages 49-54. DOI: 10.5220/0008099500490054


in Bibtex Style

@conference{ctisc19,
author={Yutao Wang and Yingtao Niu and Jianzhong Chen and Fang Fang},
title={An MDP-Based Time Domain Impulse Jamming Mitigation Scheme},
booktitle={Proceedings of the International Conference on Advances in Computer Technology, Information Science and Communications - Volume 1: CTISC,},
year={2019},
pages={49-54},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0008099500490054},
isbn={978-989-758-357-5},
}


in EndNote Style

TY - CONF

JO - Proceedings of the International Conference on Advances in Computer Technology, Information Science and Communications - Volume 1: CTISC,
TI - An MDP-Based Time Domain Impulse Jamming Mitigation Scheme
SN - 978-989-758-357-5
AU - Wang Y.
AU - Niu Y.
AU - Chen J.
AU - Fang F.
PY - 2019
SP - 49
EP - 54
DO - 10.5220/0008099500490054