Application of Elman Neural Network Based on Genetic Algorithm in Initial Alignment of SINS for Guided Projectile

المؤلفون المشاركون

Wen-jun, Yi
Guan, Jun
Yuan, Dandan
Sun, Lei

المصدر

Mathematical Problems in Engineering

العدد

المجلد 2019، العدد 2019 (31 ديسمبر/كانون الأول 2019)، ص ص. 1-9، 9ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2019-04-03

دولة النشر

مصر

عدد الصفحات

9

التخصصات الرئيسية

هندسة مدنية

الملخص EN

The purpose of this paper is to present an in-flight initial alignment method for the guided projectiles, obtained after launching, and utilizing the characteristic of the inertial device of a strapdown inertial navigation system.

This method uses an Elman neural network algorithm, optimized by genetic algorithm in the initial alignment calculation.

The algorithm is discussed in details and applied to the initial alignment process of the proposed guided projectile.

Simulation results show the advantages of the optimized Elman neural network algorithm for the initial alignment problem of the strapdown inertial navigation system.

It can not only obtain the same high-precision alignment as the traditional Kalman filter but also improve the real-time performance of the system.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Sun, Lei& Wen-jun, Yi& Yuan, Dandan& Guan, Jun. 2019. Application of Elman Neural Network Based on Genetic Algorithm in Initial Alignment of SINS for Guided Projectile. Mathematical Problems in Engineering،Vol. 2019, no. 2019, pp.1-9.
https://search.emarefa.net/detail/BIM-1196222

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Sun, Lei…[et al.]. Application of Elman Neural Network Based on Genetic Algorithm in Initial Alignment of SINS for Guided Projectile. Mathematical Problems in Engineering No. 2019 (2019), pp.1-9.
https://search.emarefa.net/detail/BIM-1196222

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Sun, Lei& Wen-jun, Yi& Yuan, Dandan& Guan, Jun. Application of Elman Neural Network Based on Genetic Algorithm in Initial Alignment of SINS for Guided Projectile. Mathematical Problems in Engineering. 2019. Vol. 2019, no. 2019, pp.1-9.
https://search.emarefa.net/detail/BIM-1196222

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1196222