A FAST GLOBAL OPTIMIZATION NEURAL NETWORK AND ITS APPLICATION TO DATA FUSION

Yang Xinxing; Jiao Licheng

Volume 21 Issue 6

Nov. 1999

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Article Navigation > Journal of Electronics & Information Technology > 1999 > 21(6): 820-824

Yang Xinxing, Jiao Licheng. A FAST GLOBAL OPTIMIZATION NEURAL NETWORK AND ITS APPLICATION TO DATA FUSION[J]. Journal of Electronics & Information Technology, 1999, 21(6): 820-824.

Citation:

Yang Xinxing, Jiao Licheng. A FAST GLOBAL OPTIMIZATION NEURAL NETWORK AND ITS APPLICATION TO DATA FUSION[J]. Journal of Electronics & Information Technology, 1999, 21(6): 820-824.

Yang Xinxing, Jiao Licheng. A FAST GLOBAL OPTIMIZATION NEURAL NETWORK AND ITS APPLICATION TO DATA FUSION[J]. Journal of Electronics & Information Technology, 1999, 21(6): 820-824.

Citation:

Yang Xinxing, Jiao Licheng. A FAST GLOBAL OPTIMIZATION NEURAL NETWORK AND ITS APPLICATION TO DATA FUSION[J]. Journal of Electronics & Information Technology, 1999, 21(6): 820-824.

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A FAST GLOBAL OPTIMIZATION NEURAL NETWORK AND ITS APPLICATION TO DATA FUSION

Received Date: 1998-03-26
Rev Recd Date: 1998-12-02
Publish Date: 1999-11-19

Abstract

Abstract

This paper presents a fast global optimization neural network and applies it to the data fusion. This neural network is based on the global property of genetic algorithm and the high speed property of expectation maximization (EM) algorithm. The simulation results show that this neural network is robust in the data fusion.

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References(1)

References

Moon T K. The expectation maximization algorithm[J].IEEE Signal Processing Magazine.1996, 13(6):47-60[2]Jamshidian M, Jennrich R. Acceleration of the EM algorithm饰using quasi-Newton methods[J].J. R. Statist. Soc. B.1997, 59(3):569-587[3]陈国良, 等. 遗传算法及其应用. 北京:人民邮电出版社,1996, 69-77.[4]Long M W. Airborne Early Warning System Concepts. Boston, London: Artech House, 1992, 293-321.[5]Sarma V V S. Multisensor data fusion and decision support for airborne target identification. IEEE Trans.on SMC., 1991, SMC-21(5): 969-978.[6]王功伯. 喷气式飞机的红外辐射特性. 红外与激光技术,1989, 2(1): 26-29.[7]杨新星. 模糊神经网络数据融合算法的研究: [硕士论文]. 西安:西安电子科技大学,1997.

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