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@article{ART002789827},
author={Moon-Tak Oh},
title={Design of Ballistic Calculation Model for Improving Accuracy of Naval Gun Firing based on Deep Learning},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2021},
volume={26},
number={12},
pages={11-18},
doi={10.9708/jksci.2021.26.12.011}

TY - JOUR
AU - Moon-Tak Oh
TI - Design of Ballistic Calculation Model for Improving Accuracy of Naval Gun Firing based on Deep Learning
JO - Journal of The Korea Society of Computer and Information
PY - 2021
VL - 26
IS - 12
PB - The Korean Society Of Computer And Information
SP - 11
EP - 18
SN - 1598-849X
AB - This paper shows the applicability of deep learning algorithm in predicting target position and getting correction value of impact point in order to improve the accuracy of naval gun firing. Predicting target position, the proposed model using LSTM model and RN structure is expected to be more accurate than existing method using kalman filter. Getting correction value of impact point, the another proposed model suggests a reinforcement model that manages factors which is related in ballistic calculation as data set, and learns using the data set. The model is expected to reduce error of naval gun firing. Combining two models, a ballistic calculation model for improving accuracy of naval gun firing based on deep learning algorithm was designed.
KW - Deep learning;Ballistic calculation;IMM Kalman filter;Reinforcement learning;Impact point correction
DO - 10.9708/jksci.2021.26.12.011
ER -

Moon-Tak Oh. (2021). Design of Ballistic Calculation Model for Improving Accuracy of Naval Gun Firing based on Deep Learning. Journal of The Korea Society of Computer and Information, 26(12), 11-18.

Moon-Tak Oh. 2021, "Design of Ballistic Calculation Model for Improving Accuracy of Naval Gun Firing based on Deep Learning", Journal of The Korea Society of Computer and Information, vol.26, no.12 pp.11-18. Available from: doi:10.9708/jksci.2021.26.12.011

Moon-Tak Oh "Design of Ballistic Calculation Model for Improving Accuracy of Naval Gun Firing based on Deep Learning" Journal of The Korea Society of Computer and Information 26.12 pp.11-18 (2021) : 11.

Moon-Tak Oh. Design of Ballistic Calculation Model for Improving Accuracy of Naval Gun Firing based on Deep Learning. 2021; 26(12), 11-18. Available from: doi:10.9708/jksci.2021.26.12.011

Moon-Tak Oh. "Design of Ballistic Calculation Model for Improving Accuracy of Naval Gun Firing based on Deep Learning" Journal of The Korea Society of Computer and Information 26, no.12 (2021) : 11-18.doi: 10.9708/jksci.2021.26.12.011

Moon-Tak Oh. Design of Ballistic Calculation Model for Improving Accuracy of Naval Gun Firing based on Deep Learning. Journal of The Korea Society of Computer and Information, 26(12), 11-18. doi: 10.9708/jksci.2021.26.12.011

Moon-Tak Oh. Design of Ballistic Calculation Model for Improving Accuracy of Naval Gun Firing based on Deep Learning. Journal of The Korea Society of Computer and Information. 2021; 26(12) 11-18. doi: 10.9708/jksci.2021.26.12.011

Moon-Tak Oh. Design of Ballistic Calculation Model for Improving Accuracy of Naval Gun Firing based on Deep Learning. 2021; 26(12), 11-18. Available from: doi:10.9708/jksci.2021.26.12.011

Moon-Tak Oh. "Design of Ballistic Calculation Model for Improving Accuracy of Naval Gun Firing based on Deep Learning" Journal of The Korea Society of Computer and Information 26, no.12 (2021) : 11-18.doi: 10.9708/jksci.2021.26.12.011