I have taken a parameter $(a \cos c, b \sin c)$ where $c$ is the eccentric angle and the tangent passing through this point cuts the x-axis at the point $(a \cos c, 0)$ and y-axis at $(0,b \sin c)$.
After this I have calculated the the length using Pythagoras theorem. But I couldn't get the minimum value.