|
|||||
|
|
| 基于自适应模糊神经网络的噪声抵消器 | |
| 引用本文： | 伦淑娴,张化光,李英顺,冯健. 基于自适应模糊神经网络的噪声抵消器[J]. 仪表技术与传感器, 2003, 0(5): 14-16 |
| 作者姓名： | 伦淑娴 张化光 李英顺 冯健 |
| 作者单位： | 1. 东北大学电气自动化研究所,辽宁,沈阳,110004;锦州师范学院信息科学与工程学院,辽宁,锦州,121003 2. 东北大学电气自动化研究所,辽宁,沈阳,110004 3. 东北大学电气自动化研究所,辽宁,沈阳,110004;沈阳工业大学工程学院,辽宁,辽阳,111003 |
| 基金项目： | 国家自然科学基金(60274017)，沈阳市科技攻关项目(1023090-2-00)资助。 |
| 摘 要： | 讨论了基于自适应模糊神经网络的噪声抵消器的设计方法。自适应模糊神经网络系统具有非线性映射和自学习能力，能够用于噪声信号的非线性建模。它不仅能够获取信号的最佳估计，并互能够克服信号处理中存在的模型和噪声的不确定性、不完备性。该法设计的滤波器效果良好，并可以用于多路信号和复杂信号的噪声消除。 |
| 关 键 词： | 噪声抵消器 模糊神经网络 自适应滤波 信号处理 滤波器 |
| 文章编号： | 1002-1841(2003)05-0014-03 |
| 修稿时间： | 2003-01-07 |
Adaptive Noise Cancellation Using Adaptive Fuzzy Neural Networks Algorithm |
|
| Lun Shuxian,Zhang Huaguang,Li Yingshun,Feng Jian. Adaptive Noise Cancellation Using Adaptive Fuzzy Neural Networks Algorithm[J]. Instrument Technique and Sensor, 2003, 0(5): 14-16 | |
| Authors: | Lun Shuxian Zhang Huaguang Li Yingshun Feng Jian |
| Abstract: | The Adaptive Fuzzy Neural Network is employed for adaptive noise cancellation. Adaptive network- based fuzzy inference system (ANFIS)not only has the ability of nonlinear mapping but also has the ability of self - learning. So ANFIS can be used to achieve the linear model of noise, the metod not only achieves the H2 optimal recontruction but also possesses a desired robust against the effect of uncertainties and incomplete information in signal processing. Simulation results show that the design method can obtain a better signal reconstruction performance and can be used in muiti - sensor signals and complicated signal processing. |
| Keywords: | Adaptive Noise Cancellation Adaptive Filter Fuzzy Neural Network |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |