Semblance

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Problem

Semblance $ S_{T} $ is the ratio of the energy of a stack of $ N $ traces to $ N $ times the sum of the energies of the $ N $ component traces, all summed over some time interval. Show that $ S_{T}=1 $ when the traces are identical.

Background

While crosscorrelation is a quantitative measure of the similarity of two traces, semblance $ S_{T} $ is a measure of the similarity of a number of traces. Assuming $ N $ traces, we sum (stack) the traces at time $ t $, square the sum to get the total energy, and sum the values over a time interval $ {m}\Delta $. The equation for $ S_{T} $ is


$ {\begin{aligned}S_{T}=\sum \limits _{t=t_{0}}^{t_{0}+m\Delta }\left(\sum \limits _{i=1}^{N}g_{ti}\right)^{2}/N\left[\sum \limits _{t=t_{0}}^{t_{0}+m\Delta }\sum \limits _{i=1}^{N}(g_{ti})^{2}\right].\end{aligned}} $ (9.10a)

Solution

The sum of $ N $ traces is $ (\sum {_{i=1}^{N}g_{ti}}) $ and its energy is $ (\sum {_{i=1}^{N}}g_{ti})^{2} $. If the traces are identical, the numerator of equation (9.10a) becomes $ N^{2}[\sum {^{t_{0}+m\Delta }_{t=t_{0}}}g_{t}^{2}] $. The denominator becomes $ N\sum {^{t_{0}+m\Delta }_{t=t_{0}}}(\sum {^{N}_{i=1}}g_{t}^{2})=N^{2}\sum {}_{t=t_{0}}^{t_{0}+m\Delta }g_{t}^{2} $. Since numerator and denominator are equal, $ S_{T}=1 $.

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