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Discrete Kalman Filter in Simulink

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Samson Sonite

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Dec 22, 2010, 2:59:22 PM12/22/10
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Hi everybody,

i m having a hard time using Simulink. I m rather new to it.
My problem is:
I have implemented a navigation algorithm.
Now i want to estimate the error using a Kalman Filter.
All my work is based on papers by some other guys, so i m not too familiar, but want to implement it.
The Kalman Filter is discrete.

How do i implement a discrete Kalman Filter in simulink?
My main problem is the ITERATION.
how do i get my covariance matrix P from time k
as the input to the Algorithm again... and how do i set the P for k= 1 ? (initial)

i really need some help
if you didnt understand what i am saying, i can post a simulink model, that have done so far.

thanks a lot
samson

Samson Sonite

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Dec 22, 2010, 3:07:05 PM12/22/10
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hi, i want to implement a discrete kalman filter
based on a paper of some other guy.

my main problem is the iterative process. i dont know how to deal with it in simulink !
i dont know how to define a initial covariance matrix P for example and then , from the next step, do it iteratively.

i m not familiar with discrete stuff in simulink

thanks in advice,
samson

Phil Goddard

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Dec 22, 2010, 5:48:05 PM12/22/10
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Have a look at the demo model sldemo_radar_eml.mdl

Phil.

Phil Goddard

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Dec 22, 2010, 6:29:05 PM12/22/10
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Samson Sonite

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Dec 23, 2010, 2:20:19 AM12/23/10
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"Phil Goddard" <philN...@goddardconsulting.ca> wrote in message <ietv75$i0r$1...@fred.mathworks.com>...

> Have a look at the demo model sldemo_radar_eml.mdl
>
> Phil.
Hello Phil,

thanks a lot, that sure helps a lot.
this looks a lot like what i needed. didnt know that there was this extended kalman filter as an example :D

i will take a close look at it!

thanks again,
samson

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