I will assume A is symmetric psd, otherwise I believe this is not convex.
The 2nd term is affine, so can be entered into CVX “as is”.
Reformulate trace(V(:,:,k)'*A*V(:,:,k)) = square_pos(norm(sqrtm(A)*V(:,:,k),'fro'))
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