共查询到19条相似文献,搜索用时 62 毫秒
1.
2.
采用矩阵奇异值分解(singular value decomposition, SVD)的方法,对高温射频超导量子干涉仪(HTc rf-SQUID)采集到的单通道心磁信号进行处理.证明了对于近似周期性的心磁信号,在无参考噪声的情况下矩阵奇异值分解的方法与自适应窄带陷波相结合有较好的消除广谱噪声的效果.
关键词:
高温射频超导量子干涉仪
心磁信号
奇异值分解
噪声消除 相似文献
3.
将心磁信号从干扰噪声中加以提取并有效地消除噪声干扰是心磁信号处理中尤为重要的环节 .从改进算法的角度出发,提出互补型自适应滤波器结构以实现心磁信号的消噪处理.该滤波器针对心磁这类非平稳信号进行设计,有效地解决了常规自适应滤波器应用于心磁信号处理时收敛速度和稳态误差的矛盾.通过仿真实验和心磁实验结果表明,该算法能有效地消除心磁信号的背景噪声和工频干扰噪声.同时该算法也可用于其他非平稳信号的消噪处理.
关键词:
自适应滤波
心磁图
最小均方误差 相似文献
4.
5.
6.
7.
8.
针对心磁信号工频及背景噪声干扰问题, 提出了广义S变换奇异值分解(singular value decomposition, SVD)滤波方法.在离散S变换基础上, 导出了广义矩阵S变换和逆变换公式. 通过对采样信号进行广义S变换, 调节时频分辨率, 利用SVD分解方法确定有效心磁信 号区域, 实现自适应时频滤波. 实验结果表明, 该方法能有效滤除工频及背景噪声干 扰, 且在较少奇异值个数情况下可获得更好的滤波性能.
关键词:
心磁信号
S变换
奇异值分解
时频滤波 相似文献
9.
10.
扫描SQUID显微镜的研制及其在磁成像和无损检测中的应用 总被引:1,自引:0,他引:1
研制了两种用于检测室温样品的超导量子干涉器(SQUID)扫描磁场显微镜(以下简称扫描SQUID显微镜),一种使用常规低Tc(Nb)SQUID器件,另一种使用高温(YBCO)SQUID器件.SQUID安装在内杜瓦底部的冷指底端,外杜瓦底部有60~75微米厚的白宝石窗口,被测样品处于室温状态位于窗口下,SQUID与被测样品之间的间距通过波纹管的伸缩进行调节.常规低Tc(Nb)器件系统的空间分辨率优于140μm,磁场灵敏度优于3pT/Hz1/2,高温(YBCO)器件系统的空间分辨率~500μm,磁场灵敏度~46pT/Hz1/2.两者均能长时间稳定地工作在无屏蔽环境中.利用两台扫描SQUID显微镜,进行了多种有应用价值的磁成像实验和无损检测研究. 相似文献
11.
Siren noises usually severely disturb the intelligibility of voice communication inside the cabs of police, paramedic and fire vehicles. It is often desired that such unwanted noise can be removed from the speech signal. In this paper, a new method is proposed to adaptively cancel siren noises and enhance speech signals. Based on the characteristics of siren noises, an anti-speech filter and a time delayer are employed in the single and dual channel noise cancellation systems to reduce the siren noises. Experiment results demonstrate that the effectiveness of the proposed method for canceling the siren noises and the performance of the enhanced speech signal is satisfying. 相似文献
12.
We theoretically investigate optomechanical force sensing via precooling and quantum noise cancellation in two coupled cavity optomechanical systems.We show that force sensing based on the reduction of noise can be used to dramatically enhance the force sensing and that the precooling process can eifectively improve the quantum noise cancellation.Specifically,we examine the effect of optomechanical cooling and noise reduction on the spectral density of the noise of the force measurement;these processes can significantly enhance the performance of optomechanical force sensing,and setting up the system in the resolved sideband regime can lead to an optimization of the cooling processes in a hybrid system.Such a scheme serves as a promising platform for quantum back-action-evading measurements of the motion and a framework for an optomechanical force sensor. 相似文献
13.
针对基于自适应滤波器的助听器反馈抑制系统,该文提出了一种基于信噪比的归一化最小均方误差算法,采用最小值统计法估计误差信号的噪声分量,从而计算出误差信号的信噪比来计算自适应滤波系数的更新步长。当误差信号信噪比越高,语声占主要成分,信号的相关性越强,此时将滤波器的更新步长控制在较小值,减小滤波器的失调量;当信噪比越低时,噪声占主要成分,信号的相关性相对较弱,更新步长取较大值,加快滤波器的收敛速度。在仿真实验中,该文提出的基于信噪比的归一化最小均方误差算法相较于传统算法在平均稳态失调量和稳态失调范围上分别低1 dB和2 dB,其最大稳态增益提高了4 dB,同时具有更快的稳态收敛速度,验证了该文提出算法的有效性。 相似文献
14.
UUV平台自噪声会对舷侧阵产生干扰,从而影响其探测性能,本文针对平台尾部自噪声源的直达噪声和海面反射噪声,提出了基于近场聚焦逆波束形成的平台噪声自适应抵消方法。文中利用UUV平台设计参数、深度以及运动姿态信息对尾部自噪声传播到舷侧阵的路径建立几何模型,并分析了影响该路径的因素;通过该模型,平台尾部自噪声能够实时自适应地通过聚焦波束形成被估计出来,从而在舷侧阵的接收信号中实现干扰抵消。仿真结果与海试实验数据处理结果表明,该方法能够有效抑制尾部自噪声干扰,显著提高UUV探测弱目标的能力。 相似文献
15.
The band-limited linear predictive coding (BLPC) vocoder-based adaptive feedback cancellation (AFC) removes the high-frequency bias, while the low frequency bias persists between the desired input signal and the loudspeaker signal in the estimate of the feedback path. In this paper, we present a BLPC vocoder-based adaptive feedback canceller with probe noise with an objective of reducing the low-frequency bias in digital hearing-aids. A step-wise mathematical analysis of the proposed feedback canceller is presented employing the recursive least square and normalized least mean square adaptive algorithms. It is observed that the optimal solution of the feedback path is unbiased for an unshaped probe noise, but is biased for a shaped probe signal; the bias term does not consist of correlation between the desired input and the loudspeaker output. The identifiability conditions are analysed and it is shown that a delay, greater than or equal to the length of the adaptive filter, must be introduced in the forward path to achieve an unbiased feedback path estimate. Algorithm analysis and computer simulations presented in this paper justify the reason for selecting the proposed design over the existing BLPC vocoder-based feedback cancellation algorithm. 相似文献
16.
17.
A normalized data-reusing least-mean-square algorithm of noise cancellation for magnetocardiography 下载免费PDF全文
An adaptive filter based on Data-Reusing Least-Mean-Square algorithm has been proposed and applied in magnetocardiography (MCG) to suppress ambient noise, Numerical simulation studies indicate that the adaptive filter is a powerful noise suppresser for correlated interferences, especially for those with amplitude changing and time delay.Also the filter has a wide frequency bandwidth. With this filter, the signal-to-noise ratio of an MCG is improved to the intrinsic noise level, The periodic average method for further improvement of the noise level in MCG is also discussed. 相似文献
18.
Summary The noise spectrum of a superconducting second-derivative gradiometer has been investigated in an urban environment. Data
have been acquired from the gradiometer with three orthogonal accelerometers and a triaxial fluxgate magnetometer attached
to the dewar. These data have been analyzed by using signal processing techniques, primarily an adaptive noise canceller,
to reduce noise in the gradiometer data. Results shown here indicate that the environmental noise and/or the dewar motion
noise can be reduced as much as 40 dB in noise power. It is also shown, in the case of poor signal-to-noise ratio (S/N∼1),
that a 10 Hz sine wave can be extracted. This technique not only shows promise for noise reduction, but also aids in the identification
of noise signals which might be misconstrued as part of the evoked response. Analysis of data containing evoked response is
now underway.
Paper presented at the ?IV International Workshop on Biomagnetism?, held in Rome, September 14–16, 1982. 相似文献
19.
为了减小同址干扰对接收机性能的影响,设计了一种基于正交矢量合成的自适应干扰抵消器;根据其中控制单元提取出的数据的特点,提出了将模式搜索算法(PSA)作为控制器算法,并对其进行了改进;利用实际测量的数据进行了仿真分析,结果表明,相比于PSA算法、模拟退火算法、遗传算法,改进后的PSA算法具有更快的收敛速度,同时收敛精度相差无几;最终的实现结果也证明了该方法可满足性能要求。 相似文献