NSGA-II-Based Multi-objective Mission Planning Method for Satellite Formation System

Authors

  • Xiaowei Shao Shanghai Jiao Tong University
  • Zehao Zhang Shanghai Jiao Tong University
  • Jihe Wang Shanghai Jiao Tong University
  • Dexin Zhang Shanghai Jiao Tong University

Keywords:

NSGA-II method, Multi-objective mission planning, DEM and GMTI, Formation flying system.

Abstract

This study proposes a non-dominated sorting genetic algorithm-II-based multi-objective optimization method to solve the multi-objective mission planning problem for satellite formation flying system which has the ability to obtain both digital elevation map and ground moving target indicator information at the same time when certain conditions are satisfied. The 2 objectives considered in this study are maximizing total profits and maximizing numbers of completed acquisitions. Thus, the multiple-objective satellite scheduling optimization problem is formulated and solved by the proposed method. Its validity and effectiveness are verified by numerical simulations, and the results show that it can achieve better performance with respect to 2 different objectives in an overall perspective than the traditional scheduling optimization, which can consider only 1 objective

Author Biographies

Xiaowei Shao, Shanghai Jiao Tong University

School of Aeronautics and Astronautics, 

Associate Professor 

Zehao Zhang, Shanghai Jiao Tong University

School of Aeronautics and Astronautics, 

Jihe Wang, Shanghai Jiao Tong University

School of Aeronautics and Astronautics

Dexin Zhang, Shanghai Jiao Tong University

School of Aeronautics and Astronautics

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Published

2016-10-30

Issue

Section

Original Papers