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ECG
The early detection of arrhythmia is very important
for the cardiac patients. This is done by analyzing the
electrocardiogram (ECG) signals and extracting some features
from them. These features can be used in the classification of
different types of arrhythmias. In this paper, we present three
different algorithms of features extraction: Fourier transform
(FFT), Autoregressive modeling (AR), and Principal Component
Analysis (PCA). The used classifier will be Artificial Neural
Networks (ANN). We observed that the system that depends on
the PCA features give the highest accuracy. The proposed
techniques deal with the whole 3 second intervals of the training
and testing data. We reached the accuracy of 92.7083
compared to 84.4 for the reference that work on a similar
data.
- 2011-09-22 19:15:10下载
- 积分:1
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WIMAX_OFDM
WiMAX物理层平台搭建,并实现了物理层小数时延和整数时延的添加,并并一定方法实现对时延的估计(WiMAX physical platform building, and implements the fractional time delay and integer delay to add the physical, and a certain method of time delay estimation)
- 2013-12-16 10:47:55下载
- 积分:1
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FIR-FILTER
基于MATLAB对FIR数字低通滤波器进行设计,其中的MATLAB源程序通过实验验证(FIR digital low-pass filter design based on MATLAB, MATLAB source verified by experiments)
- 2013-01-26 21:12:29下载
- 积分:1
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st
说明: 广义S变换
作为小波变换和短时傅里叶变换的继承和发展, S 变换采用高斯窗函数且窗宽与频率的倒数成正比,免去了窗函数的选择和改善了窗宽固定的缺陷,并且时频表示中各频率分量的相位谱与原始信号保持直接的联系,使其在 PQD 分析中可以采用更多的特征量,同时, S 变换提取的特征量对噪声不敏感,因此,近年来众多学者纷纷采用 S 变换并结合其他分析工具应用于 PQD 的分析,产生了大量研究成果。(Generalized S-transform)
- 2019-03-15 17:51:59下载
- 积分:1
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VSS_Ray
说明: 用于故障诊断研究的vss程序代码,感兴趣的可以看看(The VSS program code for fault diagnosis research can be viewed as interesting)
- 2020-06-18 02:20:02下载
- 积分:1
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curve_fitting
针对于三维物体的曲线信息,对曲线进行5*5拟合,能够直接得到曲面的参数方程(For the curve in three-dimensional object information, the 5* 5 curve fitting, be able to direct surface parameter equation)
- 2009-03-17 11:27:05下载
- 积分:1
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Weiner-Filter
Project on Image Restoration
- 2013-11-12 17:56:35下载
- 积分:1
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texture-feature
从图片中提取四种不同纹理特征,包括gabor、灰度共生矩阵、灰度直方图、灰度梯度共生矩阵纹理特征。(Four different texture features extracted the image, including gabor, GLCM, histogram, GGCM texture.)
- 2015-07-26 09:49:21下载
- 积分:1
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chap_9
matlab入门到精通第九章的全部源代码程序(Introduction to Mastery Chapter matlab full source code program)
- 2010-08-20 16:12:38下载
- 积分:1
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add_noisem
信号加噪方法,采用平均功率算法计算信噪比。(Signal plus noise method using average power algorithm to calculate the SNR.)
- 2014-09-23 03:53:59下载
- 积分:1