Proceedings of the 2015 4th National Conference on Electrical, Electronics and Computer Engineering

Parameter Estimation of Double Exponential Pulse Based on Artificial Neural Network

Authors
Zhizhen Zhu, Yuewu Shi, Jing Yang, Xin Nie, Hui Zhou
Corresponding Author
Zhizhen Zhu
Available Online December 2015.
DOI
10.2991/nceece-15.2016.226How to use a DOI?
Keywords
Double Exponential Function; High-altitude Electromagnetic Pulse (HEMP); Artificial Neural Network (ANN); Parameter Estimation; Estimation Error
Abstract

In the study of high-power electromagnetic environments, double exponential function is widely used. The physical parameters of the pulse are the rise time tr and the pulse width tw, which have a strong relation with and , the key parameters of the double exponential function. In actual use, the transformation of tr, tw and , is very necessary, but difficult. In this paper, a method based on artificial neural network is proposed. The parameter can be given out directly by the solution, and is easy to calculate. Simulation is carried out for verification. The estimation errors are less than 2.10% for both and .

Copyright
© 2016, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2015 4th National Conference on Electrical, Electronics and Computer Engineering
Series
Advances in Engineering Research
Publication Date
December 2015
ISBN
978-94-6252-150-6
ISSN
2352-5401
DOI
10.2991/nceece-15.2016.226How to use a DOI?
Copyright
© 2016, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Zhizhen Zhu
AU  - Yuewu Shi
AU  - Jing Yang
AU  - Xin Nie
AU  - Hui Zhou
PY  - 2015/12
DA  - 2015/12
TI  - Parameter Estimation of Double Exponential Pulse Based on Artificial Neural Network
BT  - Proceedings of the 2015 4th National Conference on Electrical, Electronics and Computer Engineering
PB  - Atlantis Press
SP  - 1281
EP  - 1286
SN  - 2352-5401
UR  - https://doi.org/10.2991/nceece-15.2016.226
DO  - 10.2991/nceece-15.2016.226
ID  - Zhu2015/12
ER  -