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ukf
说明: EKF仅仅利用了非线性函数Taylor展开式的一阶偏导部分(忽略高阶项),常常导致在状态的后验分布的估计上产生较大的误差,影响滤波算法的性能,从而影响整个跟踪系统的性能。最近,在自适应滤波领域又出现了新的算法——无味变换Kalman滤波器(Unscented Kalman Filter-UKF)。UKF的思想不同于EKF滤波,它通过设计少量的σ点,由σ点经由非线性函数的传播,计算出随机向量一、二阶统计特性的传播。因此它比EKF滤波能更好地迫近状态方程的非线性特性,从而比EKF滤波具有更高的估计精度。
(EKF only uses non-linear function of the first-order Taylor expansion of some partial derivatives (ignoring higher order terms), often leading to the posterior distribution of the state estimates to generate large errors affect the performance of filtering algorithms, which affect the whole tracking system performance. Recently, the field of adaptive filtering algorithms and the emergence of new- and tasteless transform Kalman filter (Unscented Kalman Filter-UKF). EKF UKF filter is different from the idea that it points through the design of a small amount of σ by σ point spread through the nonlinear function to calculate the random vector first and second order statistical properties of the transmission. Therefore it is better than the EKF filter nonlinear characteristics equation of state approach, which is more than the EKF filter estimation accuracy.)
- 2011-03-19 11:50:18下载
- 积分:1
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Inherit
详细描述继承的概念,让你更好的理解C++中的继承(Detailed description of the concept of inheritance, so you better understand the C++, inheritance)
- 2010-05-11 19:45:56下载
- 积分:1
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Assignment-1-modified-matlab-code-m-files-(Ali)
this code generates random numbers according to different distributions, Gaussian distribution, Rayleigh distribution, Rician and Nakagami, weibull and suzuki model.
- 2013-10-06 22:05:39下载
- 积分:1
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GetPricesFromYahoo
Get stock data from Yahoo! Finance to Matlab.
- 2014-02-01 20:54:35下载
- 积分:1
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R波检测
matlab上基于小波变换的R波检测算法,亲测可以运行,附带.mat文件(Matlab based on wavelet transform R wave detection algorithm, pro test can run, with.Mat files.)
- 2021-04-25 09:48:46下载
- 积分:1
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battery_lulu
battery model on simulink
- 2013-03-09 00:05:11下载
- 积分:1
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Speech_Codes
说明: 基于MFCC的语音识别,matlab程序(MFCC-based speech recognition, matlab program)
- 2019-01-22 09:11:16下载
- 积分:1
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liu
直方图均衡化和彩色图像处理的matlab实现(Histogram equalization and color image processing matlab implementation)
- 2013-12-03 18:37:31下载
- 积分:1
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CARIMA
广义预测控制,基于CARIMA模型,可以给出初学者提供参考。。(Generalized Predictive Control based on CARIMA,for Beginners)
- 2015-06-02 11:00:33下载
- 积分:1
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tezhengtiqu
特征提取,主要应用matlab对图像的特征进行提取,获得一些精度。(tezhengtiqu)
- 2009-12-08 14:14:05下载
- 积分:1