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.
资源简介：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 a...
上传时间： 2013-12-17
上传用户：familiarsmile
资源简介：Manufacturers of electronic systems that require power conversion are faced with the need for higher-density dc-to-dc converters that perform more efficiently,
上传时间： 2015-04-17
上传用户：diets
资源简介：This book is concerned with the description and analysis of the global second generation (2G) mobile radio systems: the Global System of Mobile Communications (GSM) and cdmaOne. A subsidiary goal is to examine how these two systems will e...
上传时间： 2014-01-14
上传用户：2467478207
资源简介：Solutions to Introduction to The Disign and Analysis of Algorithms Anany Levitin 著 算法设计与分析基础习题解答 包含1-9章部分习题英文版解答
上传时间： 2016-02-11
上传用户：LIKE
资源简介：< 算法设计与分析基础>> 【原 书 名】 Introduction to The Design and Analysis of Algorithms 【原出版社】 Addison Wesley/Pearson 【作 者】（美）Anany Levitin 【译 者】 潘彦 【出 版 社】 清华大学出版社 【书 号】 7302086567 【出版日期...
上传时间： 2014-01-21
上传用户：yuzsu
资源简介：The design and analysis of algorithms Thai book
上传时间： 2013-12-08
上传用户：songrui
资源简介：Kozen的《The Design and Analysis of Algorithms》是一本比较经典的讲义形式的算法设计与分析教材，其中许多图论问题算法很有用。Djvu格式。
上传时间： 2017-06-20
上传用户：kernaling
资源简介：资料->【E】光盘论文->【E5】英文书籍->Design and Analysis of Analog Filters (英).pdf
上传时间： 2013-04-24
上传用户：气温达上千万的
资源简介：The Engineering Vibration Toolbox is a set of educational programs written in Octave by Joseph C. Slater. Also included are a number of help files, demonstration examples, and data files containing raw experimental data. The codes inc...
上传时间： 2013-11-29
上传用户：jkhjkh1982
资源简介：Performance Modeling and Analysis of Bluetooth Networks Polling, Scheduling, and Traffic Control.pdf
上传时间： 2015-12-24
上传用户：gtzj
