  In this paper, we consider the fractional elliptic equation \begin{align*}
\left\{\begin{aligned} &(-\Delta)^s u-\mu\frac{u}{|x|^{2s}} =
\frac{|u|^{2_s^\ast (\alpha)-2}u}{|x|^{\alpha}} + f(x,u), && \mbox{in} \
\Omega,\\ &u=0, && \mbox{in} \ \mathbb{R}^{n}\backslash \ \Omega,
\end{aligned}\right. \end{align*} where $\Omega\subset R^n$ is a smooth bounded
domain, $0\in\Omega$, $0<s<1$, $0<\alpha<2s<n$,
$2_{s}^{\ast}(\alpha)=\frac{2(n-\alpha)}{n-2s}$. Under some assumptions on
$\mu$ and $f$, we obtain the existence of nonnegative solutions.
