Tutorial with examples
This section needs further completion.
Current version only includes help tree.
This page will detail examples of analysis with the state space tools:
- one simulation example
- one filtering example (Veronika's Kalman Filter)
- one full study some details on how to use the parameteric variance
ofr a priori estimates
Links to the content of the "analysis" folder if possible
States-space help tree :
Main page
State space help TOC
Related documents
what is the state space of a system
linear modelling in
time domain
from state-space to transfer function,
and vice versa
interest for MIMO system parametrized systems
The state space object
what is the state space object
link to class description file
table with different fields
(name-optionnal?-class-meaning-default-constraints)
constructor ltpda_SS_make/ltpda_ss_check
Possible operations on state space
objects
link to class description file
every function
syntax
in equations
code and coding issues
tests and requirements tested
one example
link to the auto-generated help file
What build in models are in memory?
Different models (1d, 3d)
For each setup (1D, 3D) the different
submodels available (different noise shape filters, controllers,
parametrizations)
their name, dimensions, parameters...
the equations inside, approximations...
how to assemble them in the loop
What happens if one models is not wanted
Examples
time series generation or filtering
simulate
filter
parameter identification
one example of state space study
building system and simulating data
making assumptions
and verifying correctness
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Operations on statespace objects |
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Signal Pre-processing in LTPDA |
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©LTP Team