Neural networks based identification of helicopter dynamics using flight data

被引：0

作者：

Suresh, S ^{[1
]}

Kumar, MV ^{[1
]}

Omkar, SN ^{[1
]}

Mani, V ^{[1
]}

Sampath, P ^{[1
]}

机构：

[1] Indian Inst Sci, Dept Aerosp Engn, Bangalore 560012, Karnataka, India

来源：

ICONIP'02: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING: COMPUTATIONAL INTELLIGENCE FOR THE E-AGE | 2002年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper, identification of lateral and longitudinal dynamics of helicopter using flight data is presented. Neural networks with linear filter also known as Narendra's model and recurrent neural networks with internal memory (Memory Neuron Networks) are used for the purpose. These networks are used for identifying the rate and attitude response of the helicopter to a given longitudinal cyclic and lateral cyclic inputs. The relative effectiveness of these algorithms has been discussed.

引用

页码：10 / 14

页数：5

共 11 条

[1] SYSTEM IDENTIFICATION - SURVEY [J].

ASTROM, KJ ;

EYKHOFF, P .

AUTOMATICA, 1971, 7 (02) :123-+

[2] NEURAL NETWORK APPLICATION FOR DIRECT FEEDBACK CONTROLLERS [J].

ICHIKAWA, Y ;

SAWA, T .

IEEE TRANSACTIONS ON NEURAL NETWORKS, 1992, 3 (02) :224-231

[3]

JUNG LL, 1991, IEEE CONTROL SYSTEMS, V11, P25

[4]

KALABA R, 1982, CONTROL IDENTIFICATI

[5]

Kuzta B., 1983, MODELING IDENTIFICAT

[6]

MILLER WT, 1990, NEURAL NETWORKS CONT

[7]

Narendra K S, 1990, IEEE Trans Neural Netw, V1, P4, DOI 10.1109/72.80202

[8]

*ROT SYST ID, 1991, AGARDAR280 ROT SYST

[9] MEMORY NEURON NETWORKS FOR IDENTIFICATION AND CONTROL OF DYNAMICAL-SYSTEMS [J].

SASTRY, PS ;

SANTHARAM, G ;

UNNIKRISHNAN, KP .

IEEE TRANSACTIONS ON NEURAL NETWORKS, 1994, 5 (02) :306-319

[10] A NEURAL NETWORK REGULATOR FOR TURBOGENERATORS [J].

WU, QH ;

HOGG, BW ;

IRWIN, GW .

IEEE TRANSACTIONS ON NEURAL NETWORKS, 1992, 3 (01) :95-100

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