$n^3+2n^2=n^2(n+2)=b=k^2$ for some odd integer $k$. This means that $n$ must also be odd. Taking the square root of both sides, we have $n\sqrt{n+2}=k$, so we must have $n+2$ a perfect square. Therefore, $\boxed{n=7}$.