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基于小波神经网络的模拟电路故障诊断方法研究

Analog Circuit Fault Diagnosis Based on Wavelet Neural Networks
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摘要 深入分析了利用小波框架神经网络理论诊断模拟电路故障的方法,并通过理论分析和实例验证了这种方法的有效性。 This paper presents a detailed analysis for the method which by combining the frame wavelet transform and neural networks theories to identify the common analog circuit faults. Then the paper verified the applicability of the method for a common analog circuit fault by using the theoretical analysis and the circuit simulation.
出处 《廊坊师范学院学报(自然科学版)》 2012年第4期52-54,共3页 Journal of Langfang Normal University(Natural Science Edition)
基金 安徽高校省级自然科学研究项目"基于神经网络的模拟数字混合电路信号故障诊断仪的研究"(KJ20-12Z261)
关键词 模拟电路 故障诊断 小波神经网络 analog circuit fault diagnosis system wavelet and neural networks
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  • 1谢宏,何怡刚,周应堂,吴杰.小波神经网络在模拟电路故障诊断中的应用研究[J].湖南大学学报(自然科学版),2004,31(4):38-40. 被引量:13
  • 2Mehran Aminian,Farzan Aminian.Neural-network based analog-circuit fault diagnosis using wavelet transform as preprocessor.IEEE Trans.on Circuit and System-Ⅱ:Analog and Digital Signal Processing,2000,47(2):151~156
  • 3Strela V,Strang G.The application of multiwavelet filterbanks to image processing.IEEE Trans.on Image Processing,1999,8(4):548~563
  • 4Farzan Aminian,Mehran Aminian.Fault diagnosis of analog circuit using Bayesian neural networks with wavelet transform as preprocessor.Journal of Electronic Testing:Theory and Applications,2001,17:29~36
  • 5STARZYK J A, EI-GAMAL M A. Artificial network for testing analog circuits[A]. Proc Of ISCAS' 90[C]: 1851 - 1854.
  • 6TIMO SORSA. Neural network in process fault diagnosis[J].IEEE Trans on systems Man and Cybernetics, 1991,21 (4): 815- 825.
  • 7蔚乃红.基于神经网络的模拟电路故障定位[M].武汉:华中理工大学出版社,1994..
  • 8DAUBECHIES I. The wavelet transform, time-frequency localization and signal analysis[J ]. IEEE Trans on Information Theory, 1990, 36(5): 961-1005.
  • 9MALLAT S A. The theory of multiresolution signal decomposition: the wavelet representation[J ]. IEEE Trans Pattern Anal Machine Intell, 1989, 11: 674-693.
  • 10王淑娟,陈博,赵国良.基于小波包变换预处理的模拟电路故障诊断方法[J].电工技术学报,2003,18(4):118-122. 被引量:29

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