These are Burgmansia at Augsburg Old Marketplace (right next the St.Anna church):
I've been seeing them for years now so I informed myself on how they are kept alive over the Winter.
They are overwintered as follow: they stop watering them in October unnless there's an unseasonal hot dry spell. When the first frosts hit (about now) they are left outside to trigger dormancy: mind these are not hard frosts as low temperatures very very rarely go below 30°F. The plant will start drop leaves like crazy and be completely naked in 7-10 days. At this point they simply move the potted Angel's trumpets inside the market warehouse (where temperatures never drop below 50°F or so) in a corner and cover them with tarpaulin. They are watered once a month to keep the soil just moist. In the Spring, after the last frosts have passed, they are simply brought outside and allowed to exit dormancy by their own.
As said these are pretty old plants, so they have gone through multiple dormancy cycles by now and as you can still they are still going very strong.