Missile guidance using neural networks

被引：6

作者：

Lee, H ^{[1
]}

Lee, YI ^{[1
]}

Song, EJ ^{[1
]}

Sun, BC ^{[1
]}

Tahk, MJ ^{[1
]}

机构：

[1] AGCY DEF & DEV,TAEJON 305600,SOUTH KOREA

来源：

CONTROL ENGINEERING PRACTICE | 1997年 / 5卷 / 06期

关键词：

bank-to-turn missiles; missile guidance; proportional navigation; neural networks; inverse dynamics;

D O I：

10.1016/S0967-0661(97)00059-2

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper introduces a new guidance algorithm using neural networks for bank-to-turn (BTT) missiles. The proposed guidance algorithm compensates for the missile dynamics by using the inverse dynamics learned by neural networks. The new guidance law is applied to a full-order nonlinear BTT missile model, and the performance is compared with that of the proportional navigation guidance law. Copyright (C) 1997 Elsevier Science Ltd.

引用

页码：753 / 762

页数：10

共 9 条

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