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基于CMAC的有源噪声控制研究 被引量：4

A study of active noise control based on CMAC
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摘要 提出一种神经自适应噪声有源控制的方法 ,把小脑模型关联控制器用于对噪声进行有源控制 .对三维空间传播的宽频带噪声 ,利用小脑模型关联控制器实现有源噪声控制获得了良好的降噪效果 . A method of the neuro adaptive active noise control (ANC) system is presented. The CMAC (Cerebellar Model Articulation Controller) is considered in both the modeling and control context. A feedforward ANC of air condition is considered for optimum cancellation of broadband air condition noise in a three dimensional propagation medium. The neuro adaptive ANC algorithm thus developed is implemented within a free field environment and simulation results to verify its performance are presented and discussed.
作者 张菊香 邱阳
机构地区 西安电子科技大学机电工程学院 西安交通大学建力学院
出处 《西安电子科技大学学报》 EI CAS CSCD 北大核心 2002年第5期614-618,共5页 Journal of Xidian University
关键词 CMAC 空调噪声 小脑模型关联控制器 有源噪声控制 noise of air condition CMAC neural networks active noise control
分类号 TB657.2 [一般工业技术—制冷工程] TB53 [理学—声学]
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参考文献5

  • 1Tokhi M O,Wood R.Active Noise Control Using Multi-layered Perceptron Neural Networks[].Journal of Low Frequency NoiseVibration and Active Control.1997
  • 2Miller W T.Real-time Dynamic Control of an Industrial Manipulator Using a Neural-Network-Based Learning Controler[].IEEE Transactions on Robotics.1990
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  • 5Miller W T.CMAC: an Associative Neural Network Alternative to Backpropagation[].Proceeding of the IEEE.1990

同被引文献25

  • 1苏刚,陈增强,袁著祉.小脑模型关节控制器(CMAC)理论及应用[J].仪器仪表学报,2003,24(z1):269-273. 被引量：17
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  • 3Widrow B,Shur D,Shaffer S.On Adaptive Inverse Control[C]//Proc 15th Asilomar Conf,Systems and Computers.Pacific Grove:Acoustical Society of America,1981:185-189.
  • 4Zhou Dayong,DeBrunner V.Efficient Adaptive Nonlinear Filters for Nonlinear Active Noise Control Nonlinear Active Noise Control[J].IEEE Trans on Circuits and Systems,2007,54(3):669-681.
  • 5Yamada Y,Frantz J P,Kiya H.A Frequency Domain Estimation Algorithm Allowing Broadband Feed Forward Active Noise Control Systems[C]//Digital Signal Processing Workshop,12th Signal Processing Education Workshop.Wyoming:IEEE,2006:360-364.
  • 6Zhou Dayong,DeBrunner V.A New Active Noise Control Algorithm That Requires No Secondary Path Identification Based on the SPR Property[J].IEEE Trans on Signal Process,2007,55(5):1719-1729.
  • 7Feintuch P L,Bershad N J,Lo A K.Frequency Domain Model For‘filtered'LMS Algorithms Stability Analysis,Design,and Elimination of The Training Mode[J].IEEE Trans on Signal Process,1993(41):1518-1531.
  • 8Bjarnason E.Algorithms for Active Noise Cancellation Without Exact Knowledge of The Error-path Filter[C]//Proc IEEE Inte Symp on Circuits and Systems.London:IEEE,1994:573-576.
  • 9Kajikawa Y,Nomura Y.Active Noise Control System Without Secondary Path Model[J].Electron Commun Jap,2000,83(3):47-55.
  • 10Morgan D R.An Analysis of Multiple Correlation Cancellation Loops with a Filter in The Auxiliary Path[J].IEEE Trans on Acoust,Speech,Signal Process,1980(28):454-467.

引证文献4

二级引证文献3

西安电子科技大学学报
2002年 第5期

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