Yes, you can move to the new house if you already have a mortgage. It can be possible for you by either using a remortgage option or by opting for a mortgage for moving home. These two options bring you the benefit of less interest rate than your previous mortgage and also contribute to monthly savings.
For any confusion, you can consult with a mortgage broker who can guide you on the right option with better deals.