Maximum Likelihood Estimation and Non-Linear Least Squares Fitting Implementation in FPGA Devices for High Resolution Hodoscopy

被引：3

作者：

Blasco, Jose M. ^{[1
]}

Sanchis, Enrique ^{[2
]}

Gonzalez, Vicente ^{[2
]}

Martin, Jose D. ^{[2
]}

Egea, Francisco J. ^{[2
]}

Barrientos, Diego ^{[2
]}

Granero, Domingo ^{[3
]}

Sanchis-Sanchez, Enrique ^{[1
]}

机构：

[1] Univ Valencia, Dept Fisioterapia, Valencia, Spain

[2] Univ Valencia, Dept Engn Elect, Escola Tecn Super Engn, Valencia, Spain

[3] Eresa Grp Med, Valencia, Spain

来源：

IEEE TRANSACTIONS ON NUCLEAR SCIENCE | 2013年 / 60卷 / 05期

关键词：

Algorithm implementation; beam calibration; FPGA; high-resolution; hodoscopy; maximum interaction; FIBER HODOSCOPE;

D O I：

10.1109/TNS.2013.2265174

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This work compares two possible solutions to achieve a high resolution in a hodoscope based on Plastic Scintillating Fibers (PSF) by obtaining the point of maximum interaction of the radioactive beam with the detector. The two fitting algorithms are the Maximum Likelihood Estimation and a non-linear least-squares fitting with the Levenberg-Marquardt Algorithm. Both approaches have been tested, compared and implemented in Field Programmable Gate Array (FPGA) devices.

引用

页码：3578 / 3584

页数：7

共 41 条

[1] Abba A, 2010, IEEE NUCL SCI CONF R, P1371, DOI 10.1109/NSSMIC.2010.5873995
[2] Scintillating fiber hodoscopes using position-sensitive photomultipliers
Agoritsas, V
Akchurin, N
Bing, O
Braver, A
Cardini, A
DiGirolamo, B
Ditta, J
Dufournaud, J
Flaminio, V
Gorin, AM
Khaustov, P
Kuroda, K
Manuilov, IV
Okada, K
Onel, Y
Penzo, A
Rappazzo, GF
Riazantsev, AV
Rykalin, VI
Sasaki, M
Sillou, D
Takeutchi, F
TarebReyes, M
Yoshida, T
[J]. NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 1996, 372 (1-2) : 63 - 69
[3] Aldrich J, 1997, STAT SCI, V12, P162
[4] ANDERSEN EB, 1970, J ROY STAT SOC B, V32, P283
[5] [Anonymous], 2011, ISOIEC9899
[6] [Anonymous], IND EV AUTOESL AUTOP
[7] [Anonymous], 2008, ACCELDSP SYNTH TOOL
[8] Avnet, 2008, EXP ISM AN I O MOD M
[9] Berkeley Design Techn. Inc., 2010, IND EV HIGH LEV SYNT
[10] Biwei Y., 2012, P SPIE OPTICAL COHER, P8213

← 1 2 3 4 5 →