15:15 〜 15:30
[2B12] Development of Exposure Reduction Technologies by Digitalization of Environment and Radioactive Source Distribution
(3) LASSO Theory and Demonstration for Inverse Estimation on Radioactive Source Distributions
キーワード:Inverse Estimation on Radioactive Source Distributions, Air Dose Rate Measurement, Least Absolute Shrinkage and Selection Operator, Monte Carlo Simulation for Gamma Ray
A mathematical criterion on the number of monitoring points to correctly predict source distributions based on LASSO theory is developed for ill-posed radioactive source reconstruction. We employ Monte Carlo simulation to demonstrate and verify the feasibility of LASSO. Moreover, an influence factor like detector-source distance to enhance the predicting possibility in the inverse estimation is also examined.