North Rhine-Westphalia police said the aircraft crashed into the roof of the house in the town of Wesel, sparking a fire, the dpa news agency reported.
A small child suffered minor injures before the blaze was put out.
The aircraft was capable of carrying two people, but police said it was not yet clear how many people were on board and the three people killed have not yet been identified.