I encounter a problem as follows, where Vi is a N*N matrix, other variables are all scalars.

I don’t know the convexity of the the constraints since the matrix Vl and Di are coupled in the term marked in the red line. If this term is neither convex nor concave, how to convert this problem into a convex problem (maybe using successive convex approximation) so that CVX can be used?