Research on Evaluation Method for Autonomous Combat Effectiveness of Unmanned Aerial Vehicle System

Unmanned Aerial Vehicle system (UAVs) has been extensively deployed in a variety of military operations thanks to the advancement of artificial intelligence technology. The autonomous combat effectiveness evaluation of UAVs is an increasingly important area in exploring the core UAVs technologies and reaching the pinnacles of military technology. Current study has shifted its attention to how to better understand UAVs’ autonomy and foster their trust. This study explores and analyzes the essence of UAVs combat connotation and autonomy, as well as the primary evaluation methods, based on study done at domestic and foreign on the evaluation methods of UAVs autonomy. The study also aims to assess the extent to the shortcomings of current domestic UAVs autonomous methods in test environment, assessment mode, and evaluation criteria. Finally, this section has attempted to provide a brief summary of improvement ideas including how to adjust to the advancement of intelligent technology, direct evaluation with tasks, and create a quantitative grading model. This study set out to serve as a beneficial resource for the creation of UAVs autonomy evaluation techniques.