The rapid development of sensors, controls, robotics, and AI has enabled autonomous vehicles. These unmanned vehicles (e.g., unmanned aerial vehicles, autonomous cars) are widely applied in environmental monitoring, territory monitoring, transportation, and defense-related technologies. The technologies of autonomous vehicles include positioning, tracking, predicting, controlling, and deciding. Moreover, autonomous vehicles must self-adjust to adapt to the environment. Our teams combine software and hardware design and apply AI on unmanned vehicles to perform intelligent monitorizations, computations, and operations.