TJ-II:Tomography: Difference between revisions

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where the ''C<sub>&mu;</sub>'' are the mode coefficients. This is a linear set of equations that can be solved using standard techniques, allowing fast recovery of the mode coefficients from the detector signals. The detector signals ''I<sub>&nu;</sub>'' are assigned weights ''w<sub>&nu;</sub>'' inversely proportional to the square of the measurement error of measurement ''I<sub>&nu;</sub>''. Thus, any channel ''&nu;'' can be excluded from contributing to the result by setting ''w<sub>&nu;</sub>'' = 0.
where the ''C<sub>&mu;</sub>'' are the mode coefficients. This is a linear set of equations that can be solved using standard techniques, allowing fast recovery of the mode coefficients from the detector signals. The detector signals ''I<sub>&nu;</sub>'' are assigned weights ''w<sub>&nu;</sub>'' inversely proportional to the square of the measurement error of measurement ''I<sub>&nu;</sub>''. Thus, any channel ''&nu;'' can be excluded from contributing to the result by setting ''w<sub>&nu;</sub>'' = 0.


The regression technique used is a combined Gauss-Newton and modified Newton gradient descent algorithm that minimizes both the reconstruction error and the mode amplitudes.
The regression technique used is a combined Gauss-Newton and modified Newton gradient descent algorithm that minimizes both the reconstruction error and the mode amplitudes.<ref>J.A. Alonso, J.L. Velasco, I. Calvo, T. Estrada, J.M. Fontdecaba, J.M. García-Regaña, J. Geiger, M. Landreman, K.J. McCarthy, F. Medina, B.Ph. Van Milligen, M.A. Ochando, F.I. Parra, the TJ-II Team and the W-X Team, ''Parallel impurity dynamics in the TJ-II stellarator'', [[doi:10.1088/0741-3335/58/7/074009|Plasma Phys. Control. Fusion '''58''' (2016) 074009]]</ref>


== An example ==
== An example ==
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[[File:18370.gif|center|A rotating m=3 mode observed at TJ-II]]
[[File:18370.gif|center|A rotating m=3 mode observed at TJ-II]]
== See also ==
* [[TJ-II:Pellet injector]]
== References ==
<references />

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