Pseudospectral Method for Autonomous Attack Trajectory Planning of a Fixed-wing UCAV

被引:1
|
作者
Zhang, Yu [1 ]
Liu, Hongfu [1 ]
Zhang, Wanpeng [1 ]
Chen, Jing [1 ]
机构
[1] Natl Univ Def Technol, Coll Mechatron Engn & Automat, Changsha, Hunan, Peoples R China
来源
2012 4TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC), VOL 2 | 2012年
关键词
autonomous trajectory planning; optimal control; pseudospectral method; unmanned combat aerial vehicle; air-to-surface weapon delivery;
D O I
10.1109/IHMSC.2012.148
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper studies the problem of generating optimal guided bomb delivery trajectories on-board for a fixed-wing Unmanned Combat Aerial Vehicle (UCAV). First, a high-fidelity nonlinear 3 Degree-Of-Freedom (DOF) aircraft model is built, which takes platform kinematic and dynamic constraints into account. Second, for the sake of integration of weapon delivery constraints into the problem formulation, an approximate elliptic Launch Acceptable Region (LAR) model is introduced. Third, a new optimal control method - Gauss Pseudospectral Method (GPM) is used to transform the trajectory planning problem into a nonlinear programming problem. To improve computation efficiency and reduce the complexity of initial guess, a multistage iterative optimization strategy is presented. Finally, simulation results demonstrate the efficiency of the method.
引用
收藏
页码:216 / 221
页数:6
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