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空间点目标识别的模糊神经网络应用研究

郑俊生 张继红

计算机工程与应用2009,Vol.45Issue(32):244-248,5.
计算机工程与应用2009,Vol.45Issue(32):244-248,5.DOI:10.3778/j.issn.1002-8331.2009.32.075

空间点目标识别的模糊神经网络应用研究

Research on spatial point target recognition using Fuzzy Neural Network

郑俊生 1张继红2

作者信息

  • 1. 东软信息学院,计算机科学与技术系,辽宁,大连,116023
  • 2. 大连交通大学,理学院,辽宁,大连,116028
  • 折叠

摘要

Abstract

Radiometric characteristics for spacial target are discussed.And irradiances at three different wave bands of spacial target are taken as eigenvector for target recognition.Then,EFuNN and DENFIS are presented for spacial point target recognition. At last numerical experiment based on EFuNN and DENFIS is presented.It is demonstrated that EFuNN,especially DENFIS can effectively learn complex temporal sequences in an adaptive way and outperform some existing models.

关键词

模糊神经网络/进化模糊神经网络/动态进化神经模糊推理系统

Key words

Fuzzy Neural Networks (FNN) / Evolving Fuzzy Neural Network (EFuNN ) / Dynamic Evolving Neural-Fuzzy InferenceSystem(DENFIS)

分类

信息技术与安全科学

引用本文复制引用

郑俊生,张继红..空间点目标识别的模糊神经网络应用研究[J].计算机工程与应用,2009,45(32):244-248,5.

计算机工程与应用

OA北大核心CSCDCSTPCD

1002-8331

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