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NLMS
若不希望用与估计输入信号矢量有关的相关矩阵来加快LMS算法的收敛速度,那么可用变步长方法来缩短其自适应收敛过程,其中一个主要的方法是归一化LMS算法(NLMS算法),变步长 的更新公式可写成
W(n+1)=w(n)+ e(n)x(n)
=w(n)+ (3.1)
式中, = e(n)x(n)表示滤波权矢量迭代更新的调整量。为了达到快速收敛的目的,必须合适的选择变步长 的值,一个可能策略是尽可能多地减少瞬时平方误差,即用瞬时平方误差作为均方误差的MSE简单估计,这也是LMS算法的基本思想。
(Want to estimate if the input signal vector and the relevant matrix to speed up the convergence rate of LMS algorithm, then the variable step size method can be used to shorten its adaptive convergence process, one of the main method is normalized LMS algorithm (NLMS algorithm) , variable step-size update formula can be written W (n+ 1) = w (n)+ e (n) x (n) = w (n)+ (3.1) where, = e (n) x (n) the right to express filter update vector iterative adjust the volume. In order to achieve the purpose of fast convergence, we must choose the appropriate value of variable step size, a possible strategy is as much as possible to reduce the instantaneous squared error, which uses the instantaneous squared error as the mean square error MSE of the simple estimate, which is the basic LMS algorithm思想.)
- 2021-03-06 12:39:31下载
- 积分:1
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496876399457457454534
粒子滤波技术在非线性、非高斯系统表现出来的优越性,决定了它的应用范围非常广泛。另外,粒子滤波器的多模态处理能力,也是它应用广泛有原因之一。国际上,粒子滤波已被应用于各个领域。在经济学领域,它被应用在经济数据预测;在军事领域已经被应用于雷达跟踪空中飞行物,空对空、空对地的被动式跟踪;在交通管制领域它被应用在对车或人视频监控;它还用于机器人的全局定位。
(Particle filter technology in the non-linear, non-Gaussian system demonstrated the superiority of the decision of its wide range of applications. In addition, the particle filter for multimodal capabilities, also has one of the reasons it is widely used. Internationally, the particle filter has been applied to various fields. In economics, it is applied to forecast economic data in the military field have been applied to radar tracking aerial flying objects, air to air, air-passive tracking in the field of traffic control it was used in the car or the person video monitoring also used the global positioning robot.)
- 2010-05-19 20:11:32下载
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difference-and-fitting-simulation
基于matlab,运用差值和拟合的方法进行模拟,最后绘图(Based on matlab, the use of difference and the fitting method of simulation, the last drawing)
- 2012-04-11 16:36:19下载
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minor-final-report
edge detection using direction and vector operators
- 2013-02-25 04:55:23下载
- 积分:1
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PMSM
DQ抽下的永磁同步电机模型建立···········(DQ pumping under the permanent magnet synchronous motor model)
- 2013-04-15 08:45:41下载
- 积分:1
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OFDM
qpsk调制下的ofdm MATLAB仿真程序(qpsk of ofdm about MATLAB
)
- 2015-04-08 12:59:03下载
- 积分:1
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Simple-word-Class
简单的封装了对word的操作 使用 CComVariant vOpt(Simple word Class)
- 2014-09-11 11:50:33下载
- 积分:1
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wdg_calibration
inverted wedge calibration model
- 2015-03-24 00:53:32下载
- 积分:1
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MATLAB......renlainshibie
说明: 基于MATLAB的人脸检测,对初学者和相关人员有帮助的(MATLAB-based face detection, and associated personnel for beginners help)
- 2011-04-12 10:52:49下载
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linearconv
to find linear convolution of one dimensional input sequences
- 2012-08-09 14:54:59下载
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