神经网络在信号处理中的应用

详细信息

Signal Processing Using Neural Network

摘要: 运用BP网络来消除信号的随机噪声和模式识别.作为例子,考虑了正弦波、矩形波和三角波3种信号.在50%噪声情况下,BP网络仍能有效地消除这3种信号中的随机噪声并正确地找出它的理想模式.
- 神经网络 /
- 信号处理/BP网络 /
- 随机噪声 /
- 模式识别
Abstract: In this paper,BP network is used to remove random noise in signal and to recognize ideal patterns.As an example,three signals,sine-wave,rectangie-wave and triguetrous wave are discussed.In the case of 50% noise,BP network can effectively remove noise in the signals and exactly fit them into their ideal patterns.
- neural networks /
- signal processing/BP network /
- random noise /
- pattern recognition