Pipeline of traditional machine learning-based open set RFF identification. Note that unknown devices can be classified into one class or o classes (determined by the classifier design). Here o and O are not always equal (determined by the prior information of unknown device population and classifier design). Besides, the classification of known devices is a closed set problem, therefore these devices only receive one label in this pipeline, which means that they are distinguished from unknown devices