It is a critical issue to find the best set of fitting function bases in mode structural analysis of two dimensional images like plasma emission profiles. The paper proposes a method to optimize a set of the bases in the case of Fourier-Bessel function series, using their orthonormal property, for more efficient and precise analysis. The method is applied on a tomography image of plasma emission obtained with the Maximum-likelihood expectation maximization method in a linear cylindrical device. The result demonstrates the excellency of the method that realizes the smaller residual error and minimum Akaike information criterion using smaller number of fitting function bases.
REFERENCES
1.
Y.
Nagayama
, S.
Tsuji
, and K.
Kawahata
, Phys. Rev. Lett.
61
, 1839
(1988
).2.
S.
Gnesin
, S.
Coda
, J.
Decker
, and Y.
Peysson
, Rev. Sci. Instrum.
79
, 10F504
(2008
).3.
M.
Anton
, H.
Weisen
, M.
Dutch
, W.
Von der Linden
, F.
Buhlmann
, R.
Chavan
, B.
Marletaz
, P.
Marmillod
, and P.
Paris
, Plasma Phys. Controlled Fusion
38
, 1849
(1996
).4.
Z.
Lin
, T. S.
Hahm
, W.
Lee
, W. M.
Tang
, and R. B.
White
, Science
281
, 1835
(1998
).5.
A.
Fujisawa
, Y.
Nagashima
, S.
Inagaki
, T.
Onchi
, S.
Ohshima
, and A.
Shimizu
, Plasma Phys. Controlled Fusion
58
, 025005
(2016
).6.
Y.
Nagayama
, J. Appl. Phys.
62
, 2702
(1987
).7.
T.
Kobayashi
, S.
Inagaki
, M.
Sasaki
, Y.
Kosuga
, H.
Arakawa
, T.
Yamada
, Y.
Nagashima
, Y.
Miwa
, N.
Kasuya
, A.
Fujisawa
et al, Phys. Plasmas
22
, 112301
(2015
).8.
T.
Yamada
, S.-I.
Itoh
, T.
Maruta
, N.
Kasuya
, Y.
Nagashima
, S.
Shinohara
, K.
Terasaka
, M.
Yagi
, S.
Inagaki
, Y.
Kawai
et al, Nat. Phys.
4
, 721
(2008
).9.
L. A.
Shepp
and Y.
Vardi
, IEEE Trans. Med. Imaging
1
, 113
(1982
).10.
N.
Iwama
, H.
Yoshida
, H.
Takimoto
, Y.
Shen
, S.
Takamura
, and T.
Tsukishima
, Appl. Phys. Lett.
54
, 502
(1989
).11.
H.
Akaike
, Selected Papers of Hirotugu Akaike
(Springer
, 1998
), pp. 199
–213
.12.
S.
Oldenbürger
, C.
Brandt
, F.
Brochard
, N.
Lemoine
, and G.
Bonhomme
, Rev. Sci. Instrum.
81
, 063505
(2010
).13.
T.
Onchi
, R.
Ikezoe
, K.
Oki
, A.
Sanpei
, H.
Himura
, and S.
Masamune
, Rev. Sci. Instrum.
81
, 073502
(2010
).© 2017 Author(s).
2017
Author(s)
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