The need for accurate monitoring and AnalySis of sequential data arises in many scientic, industrial and nancial problems. Although the Kalman lter is effective in the linear-Gaussian case, new methods of dealing with sequential data are required with non-standard models. Recently, there has been renewed interest in simulation-based techniques. The basic idea behind these techniques is that the current state of knowledge is encapsulated in a representative sample from the appropriate posterior distribution. As time goes on, the sample evolves and adapts recursively in accordance with newly acquired data. We give a critical review of recent developments, by reference to oil well monitoring, ion channel monitoring and tracking problems, and propose some alternative algorithms that avoid the weaknesses of the current methods.
标签： monitoring sequential industria accurate
上传时间： 2013-12-17
上传用户：familiarsmile
汉语词法分析系统ICTCLAS(Institute of Computing Technology, Chinese Lexical AnalySis System)
标签： Technology Computing Institute AnalySis
上传时间： 2016-01-04
上传用户：mhp0114
Degraded Image AnalySis:An Invariant Approach一篇经典的关于不变矩的文章。
标签： Invariant Degraded AnalySis Approach
上传时间： 2016-01-05
上传用户：ddddddos
AnalySis and Hardware Design of Intermediate View Generation Using Adaptive Disparity Estimation Based on Spatial and Temporal Correlation
标签： Intermediate Generation Estimation Disparity
上传时间： 2016-01-10
上传用户：siguazgb
ICA介绍课件。There has been a wide discussion about the application of Independence Component AnalySis (ICA) in Signal Processing, Neural Computation and Finance, first introduced as a novel tool to separate blind sources in a mixed signal. The Basic idea of ICA is to reconstruct from observation sequences the hypothesized independent original sequences
标签： Independence application discussion Component
上传时间： 2016-01-12
上传用户：AbuGe
AnalySis for DRM and WMA. about the cost of decoding time and memroy.
标签： and AnalySis decoding memroy
上传时间： 2016-01-27
上传用户：xieguodong1234
Simulation Modeling,Discrete Event Simulation,Statistical AnalySis of Simulation Models
标签： Simulation Statistical Modeling Discrete
上传时间： 2013-12-16
上传用户：
Simulation Modeling,Statistical AnalySis of Simulation Models,Discrete Event Simulation
标签： Simulation Statistical Modeling AnalySis
上传时间： 2014-01-13
上传用户：kernaling
Simulation Modeling,Statistical AnalySis of Simulation Models,Discrete Event Simulation
标签： Simulation Statistical Modeling AnalySis
上传时间： 2014-06-22
上传用户：guanliya
PCA and PLS aims:to get some insight into the bilinear factor models Principal Component AnalySis (PCA) and Partial Least Squares (PLS) regression, focusing on the mathematics and numerical aspects rather than how s and why s of data AnalySis practice. For the latter part it is assumed (but not absolutely necessary) that the reader is already familiar with these methods. It also assumes you have had some preliminary experience with linear/matrix algebra.
标签： Component Principal AnalySis bilinear
上传时间： 2016-02-07
上传用户：zuozuo1215
