Being a new to CVX, I am worried if the fifth constraint is correct? If you can kindly have a look on the DCP transformation of the fifth constrain (mainly concerned about the second term of the fifth constraint), that will be very helpful. I read some posts by you and @Michal_Adamaszek to prepare this code.
As per your suggestion, I will try to scale the problem.