Nonlinear least square optimization through parameter estimation using the Unscented Kalman Filter 1.0

Date Added: July 28, 2013 | Visits: 461

Report Broken Link
Printer Friendly Version

Product Homepage
Download (40 downloads)

The Kalman filter can be interpreted as a feedback approach to minimize the least equare error. It can be applied to solve a nonlinear least square optimization problem. This function provides a way using the unscented Kalman filter to solve nonlinear least square optimization problems. Three examples are included: a general optimization problem, a problem to solve a set of nonlinear equations represented by a neural network model and a neural network training problem.This function needs the unscented Kalman filter function, which can be download from the following link:http://www.mathworks.com/matlabcentral/fileexchange/loadFile.do?objectId=18217&objectType=FILE

Requirements: No special requirements

Platforms: Matlab

Keyword: Download, Equations, Examples, General, Included, Minimize, Model, Network, Neural, Problems, Problemthis, Represented, Training, Unscented

Users rating: 0/10

License: Freeware

Size: 10 KB

USER REVIEWS

More Reviews or Write Review

NONLINEAR LEAST SQUARE OPTIMIZATION THROUGH PARAMETER ESTIMATION USING THE UNSCENTED KALMAN FILTER RELATED

Development Tools - Unconstrained Optimization using the Extended Kalman Filter 1.0 The Kalman filter is actually a feedback approach to minimize the estimation error in terms of sum of square. This approach can be applied to general nonlinear optimization. This function shows a way using the extended Kalman filter to solve some...	10 KB
Libraries - DBIx::Simple::Examples 1.30 [COPRIGHT=1] EXAMPLES General #!/usr/bin/perl -w use strict; use DBIx::Simple; # Instant database with DBD::SQLite my $db = DBIx::Simple->connect(dbi:SQLite:dbname=file.dat) or die DBIx::Simple->error; # Connecting to a MySQL...	15.36 KB
Misc. Web Browser Tools - Ares Galaxy P2P Plus 1.8.8 Ares Galaxy P2P Plus is a FREE P2P file sharing client that can search and download files from Ares Galaxy file sharing network like Gnutella, Kazaa and Morpheus with great speed. It has built-in media player, media organizer, chat, support 18...	1.69 MB
Network & Internet - GNOME Personal Web Server 1.99.5 GNOME Personal Web Server is a user friendly web server with GUI included in GNOME-Network..	1024 KB
Audio Tools - MP3 Rocket Pro 5.0.3 MP3 Rocket is an award winning file sharing program allowing users to download mp3 music files from the gnutella network. Users can also search for and download movie files, software titles, games, documents and images. Other features include the...	3.05 MB
Scientific and Engineering - Fast Artificial Neural Network Library 2.b 1.0 Fast Artificial Neural Network Library is a free open source neural network library, which implements multilayer artificial neural networks in C with support for both fully connected and sparsely connected networks. Cross-platform execution in...
Scientific and Engineering - SigmaPi Neural Network Simulator 3.0.4 The SigmaPi Neural Network Simulator is designed for time-series processing and neural network research on Unix/X11. It uses the LSTM neuron model, the RTRL training algorithm and a heuristic learning rate adaptation based on local update...
Scientific and Engineering - Fast Artificial Neural Network Library 2.b 1.0 Fast Artificial Neural Network Library is a free open source neural network library, which implements multilayer artificial neural networks in C with support for both fully connected and sparsely connected networks. Cross-platform execution in...
Development Tools - nlcontrol 1.0 The enclosed files provide a nonlinear algorithm for controlling dynamical systems, particularly in regimes where linear control methods often fail, such as the targeting of states that are distant in phase space from the system dynamics (e.g., a...	20.48 KB
Networking - Proper Network Activation 1.0.2 When running WordPress MultiSite, you have a very handy feature called network activation. It allows you to activate a plugin for the entire network of sites. The trouble is that it only does half the job.Some plugins have an install procedure...	10 KB

NEW DOWNLOADS IN SCRIPTS, DEVELOPMENT TOOLS

Scripts - Free Ecommerce website creator 1.2 Free Ecommerce website creator is a free PHP shop creating script. This allows you to put a online shop on your own website. Create your own free ecommerce website for Your Business. Create an online shop using easyGUI online shop creator. The...	1.44 KB
Scripts - MochiGames PHP Script ZDR 1.00 MochiGames PHP Script ZDR is web site, ready for use, for flash games. These flash games are downloaded automatically by "MochiGames PHP Script ZDR" from MochiGames media. The use of the games is free, you can use your own Mochi Publisher ID and...	368.54 KB
Scripts - Php Chat 2.0 Add a free php site, single sign-on and multiple skins, 100% free 1. Server Modes: The chat server has paid mode and free mode. If the free chat mode, a free chat room will be assigned to your website with your domain as the room name. 2....	938.87 KB
Scripts - Nibbleblog 3.0.1 Nibbleblog it's a powerful engine for creation and manipulation of BLOG's completely free. Very simple to install and configure (Only 1 step). The database used is based on XML files and this way it is not necessary to use MySQL or similar DBMS....	371.09 KB
Scripts - PHP File Manager \| CloudOsys 2.9b8 CloudOsys is a PHP file manager, a tool that allows your visitors upload files such as media content directly to your website. Your visitors will upload files directly to your website, where they can share and comment on them. Through cloud...	1.41 MB
Development Tools - Aml2CHM 3.50 Those who use the popular Aml Pages text editor might be looking out for a way of generating help files from their text and notes. Aml2CHM is a plug-in that was developed to offer people a quick and efficient way of converting Aml Pages documents...	549.99 KB
Development Tools - VMP Viewer 1.0 This is a very rudimentary tool to visualize the VMP files generated by BrainVoyager. Useful to share files with people who do not have BV.	10 KB
Development Tools - 7-Zip for Script 4.42 7-Zip is a file archiver with a high compression ratio.Features:- High compression ratio in new 7z format with LZMA compression- Supported formats:- Packing / unpacking: 7z, ZIP, GZIP, BZIP2 and TAR- Unpacking only: RAR, CAB, ISO, ARJ, LZH, CHM,...	624.64 KB
Development Tools - PHP Docbook Displayer for Scripts 1.0b PHP Docbook Displayer provides XSL and CSS stylesheets, and PHP scripts, to generate easily and dynamically websites from Docbook files.It aims at simplifying to the max the web publication process : simply drop the docbook file under the site root !	102.4 KB
Development Tools - WP Translate 1.0 This simple language translation plugin allows your users to quickly translate your webpages, through a widget on your blog.You have the option to select the title of the Widget, which will be displayed above the language translation form. Users...	10 KB

Windows Software	BeOS Software
Macintosh Software	Linux Software
PDA Software	OS/2 Software
Mobile Software	Scripts