A new method of data processing of division-of-amplitude polarization navigation angle sensor

Yansheng Dai; Leilei Li; Jiabin Chen; Xusheng Zhang; Zhongyu Zhang

doi:10.1109/CCDC.2017.7978358

A new method of data processing of division-of-amplitude polarization navigation angle sensor

Yansheng Dai, Leilei Li, Jiabin Chen, Xusheng Zhang, Zhongyu Zhang

Beijing Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Due to elements production defect, installation error, etc., the accuracy of the division-of amplitude is greatly restricted. In this paper, the principle of division-of-amplitude measuring polarized light and the POL-neural model are analyzed, putting forward utilizing Radical Basis Function (RBF) neural network instead of instrument matrix to process data. This method has more complex mapping relationship between input vector and output vector, which can reduce the influence of system error. And its accuracy is greatly better than other methods. Its difference between actual Stokes parameters and ideal stokes parameters is 10^-3 level, and its maximum difference between actual angle and ideal angle is 0.08651°.

Original language	English
Title of host publication	Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	6578-6583
Number of pages	6
ISBN (Electronic)	9781509046560
DOIs	https://doi.org/10.1109/CCDC.2017.7978358
Publication status	Published - 12 Jul 2017
Event	29th Chinese Control and Decision Conference, CCDC 2017 - Chongqing, China Duration: 28 May 2017 → 30 May 2017

Publication series

Name	Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017

Conference

Conference	29th Chinese Control and Decision Conference, CCDC 2017
Country/Territory	China
City	Chongqing
Period	28/05/17 → 30/05/17

Keywords

Division-of-amplitude
Navigation
Polarization
RBF

Access to Document

10.1109/CCDC.2017.7978358

Cite this

Dai, Y., Li, L., Chen, J., Zhang, X., & Zhang, Z. (2017). A new method of data processing of division-of-amplitude polarization navigation angle sensor. In Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017 (pp. 6578-6583). Article 7978358 (Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CCDC.2017.7978358

Dai, Yansheng ; Li, Leilei ; Chen, Jiabin et al. / A new method of data processing of division-of-amplitude polarization navigation angle sensor. Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 6578-6583 (Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017).

@inproceedings{9708cb1b88a8492689b01fc6688a62ea,

title = "A new method of data processing of division-of-amplitude polarization navigation angle sensor",

abstract = "Due to elements production defect, installation error, etc., the accuracy of the division-of amplitude is greatly restricted. In this paper, the principle of division-of-amplitude measuring polarized light and the POL-neural model are analyzed, putting forward utilizing Radical Basis Function (RBF) neural network instead of instrument matrix to process data. This method has more complex mapping relationship between input vector and output vector, which can reduce the influence of system error. And its accuracy is greatly better than other methods. Its difference between actual Stokes parameters and ideal stokes parameters is 10-3 level, and its maximum difference between actual angle and ideal angle is 0.08651°.",

keywords = "Division-of-amplitude, Navigation, Polarization, RBF",

author = "Yansheng Dai and Leilei Li and Jiabin Chen and Xusheng Zhang and Zhongyu Zhang",

note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 29th Chinese Control and Decision Conference, CCDC 2017 ; Conference date: 28-05-2017 Through 30-05-2017",

year = "2017",

month = jul,

day = "12",

doi = "10.1109/CCDC.2017.7978358",

language = "English",

series = "Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "6578--6583",

booktitle = "Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017",

address = "United States",

}

Dai, Y, Li, L , Chen, J , Zhang, X & Zhang, Z 2017, A new method of data processing of division-of-amplitude polarization navigation angle sensor. in Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017., 7978358, Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017, Institute of Electrical and Electronics Engineers Inc., pp. 6578-6583, 29th Chinese Control and Decision Conference, CCDC 2017, Chongqing, China, 28/05/17. https://doi.org/10.1109/CCDC.2017.7978358

A new method of data processing of division-of-amplitude polarization navigation angle sensor. / Dai, Yansheng; Li, Leilei ; Chen, Jiabin et al.
Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017. Institute of Electrical and Electronics Engineers Inc., 2017. p. 6578-6583 7978358 (Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - A new method of data processing of division-of-amplitude polarization navigation angle sensor

AU - Dai, Yansheng

AU - Li, Leilei

AU - Chen, Jiabin

AU - Zhang, Xusheng

AU - Zhang, Zhongyu

PY - 2017/7/12

Y1 - 2017/7/12

N2 - Due to elements production defect, installation error, etc., the accuracy of the division-of amplitude is greatly restricted. In this paper, the principle of division-of-amplitude measuring polarized light and the POL-neural model are analyzed, putting forward utilizing Radical Basis Function (RBF) neural network instead of instrument matrix to process data. This method has more complex mapping relationship between input vector and output vector, which can reduce the influence of system error. And its accuracy is greatly better than other methods. Its difference between actual Stokes parameters and ideal stokes parameters is 10-3 level, and its maximum difference between actual angle and ideal angle is 0.08651°.

AB - Due to elements production defect, installation error, etc., the accuracy of the division-of amplitude is greatly restricted. In this paper, the principle of division-of-amplitude measuring polarized light and the POL-neural model are analyzed, putting forward utilizing Radical Basis Function (RBF) neural network instead of instrument matrix to process data. This method has more complex mapping relationship between input vector and output vector, which can reduce the influence of system error. And its accuracy is greatly better than other methods. Its difference between actual Stokes parameters and ideal stokes parameters is 10-3 level, and its maximum difference between actual angle and ideal angle is 0.08651°.

KW - Division-of-amplitude

KW - Navigation

KW - Polarization

KW - RBF

UR - http://www.scopus.com/inward/record.url?scp=85028070371&partnerID=8YFLogxK

U2 - 10.1109/CCDC.2017.7978358

DO - 10.1109/CCDC.2017.7978358

M3 - Conference contribution

AN - SCOPUS:85028070371

T3 - Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017

SP - 6578

EP - 6583

BT - Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 29th Chinese Control and Decision Conference, CCDC 2017

Y2 - 28 May 2017 through 30 May 2017

ER -

Dai Y, Li L , Chen J , Zhang X, Zhang Z. A new method of data processing of division-of-amplitude polarization navigation angle sensor. In Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017. Institute of Electrical and Electronics Engineers Inc. 2017. p. 6578-6583. 7978358. (Proceedings of the 29th Chinese Control and Decision Conference, CCDC 2017). doi: 10.1109/CCDC.2017.7978358

A new method of data processing of division-of-amplitude polarization navigation angle sensor

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Keywords

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