How to present my convex optimization in a CVX-compliant way

Ah, OK, that’s a pretty hairy product. I am not convinced that is convex as constructed, and I’m far from convinced it can be rendered in CVX even if it is convex. Do read the FAQ including the section “Yes, I’m sure my model is convex!” for an explanation. Perhaps others can show how to reformulate your model.