Title :
Maximum-likelihood-based method to estimate spectral line location parameter within gamma quanta energetic spectrum
Author :
Radchenko, S.E. ; Gundareva, M.V. ; Pitsun, D.K.
Author_Institution :
Novosibirsk state Tech. Univ., Novosibirsk, Russia
Abstract :
The method was supposed to obtain an effective estimation of spectral line location parameter within gamma quanta energetic spectrum. The method is based on numerical solving of an equations set obtained by the maximum likelihood method applied to sample data functional description. The numerical modeling was carried out to prove the efficiency of the method supposed. The invariance to the background radiation level was shown. This feature is provided by the background statistical nature taken into account in sample data functional description.
Keywords :
gamma-ray spectra; gamma-ray spectrometers; maximum likelihood estimation; optical variables measurement; spectral line breadth; background radiation level; background statistical analysis; gamma quanta energetic spectrum; invariance; maximum likelihood method; numerical modeling; sample data functional description; spectral line location parameter estimation; Educational institutions; Equations; Estimation error; Mathematical model; Maximum likelihood estimation; Parameter estimation; energetic spectrum; gamma-radiation; gamma-spectrometry; likelihood function; parameters estimation;
Conference_Titel :
Actual Problems of Electronics Instrument Engineering (APEIE), 2014 12th International Conference on
Conference_Location :
Novosibirsk
Print_ISBN :
978-1-4799-6019-4
DOI :
10.1109/APEIE.2014.7040931