  This article explores the calculation of non-perturbative parameters present
in the matrix element of semileptonic inclusive $B$ decay. These are important
for inclusive determination of the Cabbibo-Kobayashi-Maskawa (CKM) parameters
in the standard model. We focus on calculating the rate for radiative inclusive
decay, $B\to X_u\ell \nu_{\ell}\gamma$, where $\gamma$ is hard. By comparing
both the radiative and non-radiative ($B\to X_u \ell \nu_{\ell}$) modes are
found to require the same non-perturbative parameters. We propose forming
ratios, $R_1$ and $R_2$, from $B\to X_u \ell \nu_{\ell}\gamma$ and $B\to X_u
\ell \nu_{\ell}$ widths in different lepton energy ranges respectively. Our
results provide an efficient way to unambiguously calculate the
non-perturbative parameters, especially when combined with total width
calculations of $B\to X_u \ell \nu_{\ell}$. This is in heavy quark expansion
shown explicitly by working to $\mathcal{O}(\frac{1}{m_b})$ and determining
$\lambda_1$ and $\lambda_2$.
