UAV Research Institute;
Nanjing University of Aeronautics and Astronautics;
Department of Automation;
Nanjing University of Aeronautics and Astronautics;
fault diagnosis; gyroscope; fuzzy support vector machine(FSVM); unbalanced samples; membership function;