logo

Information retrieval methods for high resolution γ-ray spectra

LOW ENERGY ACCELERATORS AND RADIATION APPLICATIONS

Information retrieval methods for high resolution γ-ray spectra

WU Hexi
ZHANG Huaiqiang
LIU Qingcheng
YANG Bo
WEI Qianglin
YUAN Xinyu
Nuclear Science and TechniquesVol.23, No.6pp.332-336Published in print 20 Dec 2012
38602

A program based on MATLAB 7.0 platform was developed to locate characteristic peak position and calculate net area of characteristic peak. The formula for the calculation of relative standard deviation of net peak area by Sterlinski's method was found excellent in searching single peaks and resolving overlapping peaks in high resolution gamma-ray spectrum. Gaussian function fitting method using Levenberg-Marquardt algorithm was applied to calculate net area of peaks. A standard test spectrum supplied by the IAEA in 1995 was analyzed by the program and another two widely used commercial software. The analysis results show the program was superior to the latter two in searching single peaks and resolving overlapping peaks. The optimized fitting indexes are found between 0.962 and 0.996, which shows that the program adopted is feasible and accurate for extracting the net peak area in high resolution gamma-ray spectra.

High resolutionPeak searchingGauss fittingLevenberg-Marquardt algorithm
References
[1] Wu H X, Yuan X Y, Liu Q C, et al. Atom Energy Sci Technol, 2012, 46: 1142-1146.
[2] Xie F, He X B, Jiang W G, et al. Nucl Sci Tech, 2011, 22: 304-306.
[3] Pang J F. gamma-ray energy spectrum data processing. Xian, Shanxi scientific and technical Publishers, 1990, 365-375. (in Chinese)
[4] Abramovitz M, Stigan I. Spravochnik po special'nym funkciyam (Handbook of Special Functions). Moscow, Nauka, 1979.
[5] Matsumoto M, Nishimura T. ACM transactions on modeling and computer simulation, 1998, 8: 3-30.
[6] Wu H X, Liu Q C, Yang B, et al. Nucl Tech, 2010, 33: 513-516.
[7] Morháč M, Matoušek V, Turzo I, et al. Nucl Instrum Meth Phys A, 2006, 559: 76-80.
[8] Josef U, Gerg R, James T. Nucl Instrum Meth Phys Res A. 2010, 619: 457-459.
[9] Fu C, Wang N P. Nucl Sci Tech, 2010, 21: 214-217.
[10] Li J Q, John D V, Asad E R. Nucl Instrum Meth Phys Res A. 1999, 422: 438-443.
[11] Madsen K, Nielsen H B, Tingleff O.

Technology report: Informatics and mathematical modeling

, Technical University of Denmark. 2004.
Baidu ScholarGoogle Scholar
[12] Ni Z C. Medical statistics. Beijing, People’s Medical Publishing House, 1990, 143-148.
[13] Markevich N, Gertner N I. Nucl Instrum Meth Phys Res A. 1989, 283: 72-77.
[14] Blauuw M. Nucl Instrum Meth Phys Res A. 1999, 432: 74-76.