An Innovative Wavelet Threshold Denoising Method for Environmental Drift of Fiber Optic Gyro
المؤلفون المشاركون
Gao, Pengyu
Zhang, Qian
Wang, Lei
Liu, Zengjun
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2016، العدد 2016 (31 ديسمبر/كانون الأول 2016)، ص ص. 1-8، 8ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2016-01-18
دولة النشر
مصر
عدد الصفحات
8
التخصصات الرئيسية
الملخص EN
Fiber optic gyroscope (FOG) is a core component in modern inertial technology.
However, the precision and performance of FOG will be degraded by environmental drift, especially in complex temperature environment.
As the modeling performance is affected by the noises in the output data of FOG, an improved wavelet threshold value based on Allan variance and Classical variance is proposed for discrete wavelet analysis to decompose the temperature drift trend item and noise items.
Firstly, the relationship of Allan variance and Classical variance is introduced by analyzing the drawback of traditional wavelet threshold.
Secondly, an improved threshold is put forward based on Allan variance and Classical variance which overcomes the shortcoming of traditional wavelet threshold method.
Finally, the innovative threshold algorithm is experimentally evaluated on FOG.
The mathematical evaluation results show that the new method can get better signal-to-noise ratio (SNR) and gain the reconstruction signal of the higher correlation coefficient (CC).
As an experimental validation, the nonlinear capability of error back propagation neural network (BP neural network) is used to fit the drift trend item and find out the complex relationship between the FOG drift and temperature, and the final processing results indicate that the new denoising method can get better root of mean square error (MSE).
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Zhang, Qian& Wang, Lei& Gao, Pengyu& Liu, Zengjun. 2016. An Innovative Wavelet Threshold Denoising Method for Environmental Drift of Fiber Optic Gyro. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-8.
https://search.emarefa.net/detail/BIM-1112793
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Zhang, Qian…[et al.]. An Innovative Wavelet Threshold Denoising Method for Environmental Drift of Fiber Optic Gyro. Mathematical Problems in Engineering No. 2016 (2016), pp.1-8.
https://search.emarefa.net/detail/BIM-1112793
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Zhang, Qian& Wang, Lei& Gao, Pengyu& Liu, Zengjun. An Innovative Wavelet Threshold Denoising Method for Environmental Drift of Fiber Optic Gyro. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-8.
https://search.emarefa.net/detail/BIM-1112793
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1112793
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر