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
N1 - Publisher Copyright:
© 2017 IEEE.
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 -