The article presents an idea for a system taking autonomous navigation decisions. First, the structure of a UAV control system is described. Next, the idea for an autonomous navigation decision system is shown. Algorithms are based on the multi-criteria decision-making system. Possible faults are defined, and they are taken into consideration in the decision-making process. To illustrate the idea simulation results are shown.