Ok, I found out that I can use the principle minor characterization of block matrices. However, there is still a problem. While the determinant of the first principle minor is zero. The determinant of the entire matrix(in block form) is .
If where square we have . However, in general is not a square matrix.
Does anyone know another way for me to break up ?