PHYSICS · Multi-part · Fermi University Physics · Mathematical Methods for Physics · Biophysics & Medical Physics · Radiation physics and diagnostic imaging
Life at Thermal Energy, Ch Images from attenuation and from decay
Problem
During one exposure, N0=2.0×1014 X-ray photons leave the tube. Each photon independently has probability p=5.0×10−11 of being absorbed in one particular detector pixel, and is otherwise absorbed elsewhere or scattered away. Model the count N registered by the pixel as the sum of N0 independent yes/no contributions Xi, where Xi=1 if photon i is absorbed in the pixel and Xi=0 otherwise.
((a)) Write the mean and variance of one Xi in terms of p.
((b)) Using the fact that the variance of a sum of independent contributions is the sum of their variances (Chapter 2), show that Var(N)=Nˉ(1−p), where Nˉ=N0p is the mean count.
((c)) Evaluate Nˉ and Var(N) for the numbers given, and state to how many significant figures the variance equals the mean.