Home > By category > Scripts >Development Tools > Nonlinear least square optimization through parameter estimation using the Unscented Kalman Filter



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

  • Downloads: 
  • Views: 
  • Rating:

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

Free download from Shareware Connection - The Kalman filter can be interpreted as a feedback approach to minimize the least equare error

Publisher: Yi Cao | License: Freeware | Price: 0.00
Version: 1.0 | Size: 10 KB | Platform: Matlab, Scripts
Released Date: 11-05-2013 | Rating: 0 | Title: Nonlinear least square optimization through parameter estimation using the Unscented Kalman Filter

Author Url: http://www.mathworks.com
Program Info Url: http://www.mathworks.com
Download Url: http://www.mathworks.com/matlabcentral/fx_files/18356/1/ukfopt.zip

More downloads from Nonlinear least square optimization through parameter estimation using the Unscented Kalman Filter publisher Yi Cao:

Faddeev-Leverrier Algorithm - The code implements the so called Faddeev-Leverrier algorithm to compute the coefficients of the characteristic polynomial

Configurable Simulink Model for DC-DC Converters with PWM PI Control - This package includes a configurable Simulink model for three different types of DC-DC converters (Buck, Boost and Buck-Boost converters) with a PWM PI controller

Steam Condenser Model and PI Control - The zip file includes the model description in a pdf file, a simulink model of the steam condenser, a function to perform Reaction Curve PID tuning and an m-file to run the model.

recursive solver to peg solitaire contest - A recursive version of the fast solver to provide more tweak handles for those wish to push the 3-minute limits

Learning PID Tuning III: Performance Index Optimization - Most PID tuning rules are based on first-order plus time delay assumption of the plant hence cannot ensure the best control performance

Nonlinear least square optimization through parameter estimation using the Unscented Kalman Filter keywords:
Nonlinear least square optimization through parameter estimation using the Unscented Kalman Filter related downloads:

Comodo BoClean - Detects and removes rootkits, hijackers, keyloggers and Trojans and provides.

Aobo Filter for Mac Standard - Aobo Filter for Mac Standard is an internet filtering and website blocking application that helps Mac OS X users to block adult websites, stop games, applications and record visited websites on Mac. Aobo Filter for Mac Standard provides 5-day free tr

Network Management Center - Network Management Center is a comprehensive network device management tool. After entering each network device, every detail can be tracked and monitored. Having this information accessible simplifies the process of troubleshooting a network.

The Beetle Alarm+ - The Beetle Alarm+ can really control your computer's shutdown and startup automatically,it can make your computer powered on automatically from the soft-off state.Even if you have already closed the system, it can wake up your computer automatically.

MicroWorld Download Manager - MicroWorld Download Manager is the tool provided by Microworld to download latest Hotfix for MicroWorld range of product & to download critical Microsoft updates which are recommended by Microworld.

Shareware Connection periodically updates pricing and software information of 'Nonlinear least square optimization through parameter estimation using the Unscented Kalman Filter' from company source 'Yi Cao' , so some information may be slightly out-of-date. You should confirm all information before relying on it. Software piracy is theft,  Using 'Nonlinear least square optimization through parameter estimation using the Unscented Kalman Filter' crack, password, serial numbers, registration codes, key generators is illegal and prevent future development of Nonlinear least square optimization through parameter estimation using the Unscented Kalman Filter.

New Reviews

Driver Fusion - To keep your laptop and desktop running smoothly and get the best performance out of it, it is important to pay attention to some aspects. It is quite important to ensure your PC device drivers are updated. Components like motherboards, GPU and ...

Trend Micro HouseCall - With time, PC users find it increasingly difficult to keep their systems free of malware and rogue apps, despite using latest and feature packed security software. This is mostly owing to the evolving nature of malware and newer types of ...

Backup Dwarf Home Edition - Making backups of data and media content has become extremely important for computer users nowadays. Owing to hardware failure, you may end up losing gigabytes of precious data. Besides, you may not want to leave sensitive data accessible to all ...

CleanMyDrive - PC experts unanimously agree that using Macs tend to be a smoother and faster experience than running Windows based PCs but the Apple laptops and desktops also need maintenance and performance tweaking, occasionally. Regular web browsing, ...

360 Internet Security - Using a computer without having capable Security software installed is equivalent to sleeping with your house’s main door wide open. Whether you use a PC at home or manage a network of computers at the workplace, PC security suite has ...

Format Factory - No matter what reason you use the computer mostly for, converting media files from one format to another can be necessary sometimes. This can be useful when you want to convert all those series of DVDs into formats that can be played across ...

Cold Turkey - To keep your kids and teenage family members away from pornographic and objectionable websites you can use parental control software. Such apps offer numerous restrictive measures to limit PC and web access for young users. However, adult users ...

EasyBrake - PC users often need to convert videos from various formats to other formats that suit their needs. As expected, there are hundreds of free and paid apps to accomplish such tasks nowadays. It is not mandatory that you will have to pay a high ...

Nero Kwik Media - Nero is known mostly for its legendary disc burning software that has metamorphosed into a media editing powerhouse over a decade. The multimedia suite offered by the company caters to needs of intermediate and advanced users well but its price ...

Norton Power Eraser - Getting rid of malware and other types of rogue applicationlications with a regular antivirus can prove to be a tough task nowadays. The way malicious users are becoming smarter with time; it makes sense to use an additional layer of protection ...




New Downloads

VAIS Slideshow Maker

VAIS Slideshow Maker is the
ideal tool which can preserve
and bring your happy holiday
memories back to life. You can
...

Free Audio Editor

Edit audio files visually;
Record audio from a microphone
or any other available input
device; Apply various effects;
...

Confessions Script

This confession php script
allows users to post their
confessions, read other
members confessions, share
their dating ...

Relief

An XML to Hash Ruby parser
DSL.

Discrete Least-Squares
Rational Approximation

Constructs discrete
least-squares rational
approximations to data using
the full-Newton algorithm for
solving separable ...

tinterp

Provides linear and quadratic
interpolation methods for
functions defined on scattered
2D datasets.

Generic DLL Front-End

This GUI simplifies using the
new generic DLL calling
capability provided by the
MathWorks.

Tapatio

Enable users to leverage a
drupal system as a front end
to twitter.com (and other
sources in the future)
allowing them to ...

intent.m

INTENT creates a plot of
relationships between mfiles
in the current directory

sfigure

Create or switch to a figure
without it stealing focus from
other windows.

WP-PostRatings

WP-PostRatings adds an AJAX
rate system to your WordPress
blog

RLS Algorithm Demo

RLS is one of the great
adaptive filter algorithms