Simulation of two-satellite reconnaissance system with intelligent decision based on object detection
- Resource Type
- Conference
- Authors
- Wu, Zhihuan; Li, Lei; Li, Yuntao; Gao, Yongming
- Source
- 2019 Chinese Control And Decision Conference (CCDC) Control And Decision Conference (CCDC), 2019 Chinese. :2130-2135 Jun, 2019
- Subject
- General Topics for Engineers
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Satellites
Object detection
Reconnaissance
Remote sensing
Load modeling
Computational modeling
Space vehicles
Reconnaissance satellites
Intelligent decision
Simulation
- Language
- ISSN
- 1948-9447
Improving the accuracy, speed and flexibility of the space reconnaissance system are the major challenges facing the current remote sensing application. In this paper, considering the shortcomings of single optical remote sensing satellite, an intelligent reconnaissance system includes two satellites is designed. A semi-physical simulation system is designed and implemented to verify the principle. A YOLO-based method is used to realize the rapid detection of model ship in simulation system. The results of object detection is used as input for load decision algorithm to guide the system to carry out detailed investigation and continuous tracking to the target area.