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RBF Acoustic Tomography

by Travis Wiens

 

19 Nov 2008 (Updated 17 Jul 2009)

Code covered by the BSD License  

Recreate temperature and flow fields from acoustic time-of-flight data.

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Description

Acoustic tomography involves sending a sonic signal across a measurement area and timing how long it takes to travel the distance. A number of transducers are situated around the measurement area to achieve this. Since the absolute sonic speed is affected by temperature and wind speed, so is the time of flight. It is possible to reconstruct the temperature and wind velocity from the collection of time-of-flight data.

This package gives an example of using radial basis function networks to allow for a linear solution to the inverse problem. The example data is from a Karman vortex street behind a cylinder.

See http://blog.nutaksas.com for more details.

MATLAB release MATLAB 7.4 (R2007a)
Zip File Content  
Other Files license.txt,
rbf_tomo_1_01/acoustic_tomography_example.m,
rbf_tomo_1_01/gpl.txt,
rbf_tomo_1_01/Omegapsi_rbf.m,
rbf_tomo_1_01/rbf_integral.m,
rbf_tomo_1_01/rbfn_integral.m,
rbf_tomo_1_01/sim_rbf.m,
rbf_tomo_1_01/simsave-5.0.gfs,
rbf_tomo_1_01/train_rbf.m,
rbf_tomo_1_01/zeta_uv.m
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Updates
17 Jul 2009

Removed GPL per Mathworks' requirements.

Tag Activity for this File
Tag Applied By Date/Time
measurement Travis Wiens 20 Nov 2008 12:47:28
radial basis function Travis Wiens 20 Nov 2008 12:47:28
rbf Travis Wiens 20 Nov 2008 12:47:28
acoustic tomography Travis Wiens 20 Nov 2008 12:47:28
tomography Travis Wiens 20 Nov 2008 12:47:28
flow Travis Wiens 20 Nov 2008 12:47:28
inversion Travis Wiens 20 Nov 2008 12:47:28
fluid Travis Wiens 20 Nov 2008 12:47:28
acoustics Travis Wiens 20 Nov 2008 12:47:28
physics Travis Wiens 20 Nov 2008 12:47:28
inverse Travis Wiens 20 Nov 2008 12:47:28
temperature Travis Wiens 20 Nov 2008 12:47:28
acoustic tomography Bob 27 Aug 2009 08:20:03
 

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