Yes, the food truck has to follow all of the same rules as a brick and mortar restaurant, including licensing, tax registration (and collection, and payment), food safety, business safety, as well as zoning/parking, solicitation, and the impacts of their presence on their host landlord (if any) and their regulatory, tax and zoning requirements.