系统工程与电子技术(英文版)2024,Vol.35Issue(6) :1604-1620.DOI:10.23919/JSEE.2024.000120

Integrated fire/flight control of armed helicopters based on C-BFGS and distributionally robust optimization

ZHOU Zeyu WANG Yuhui WU Qingxian
系统工程与电子技术(英文版)2024,Vol.35Issue(6) :1604-1620.DOI:10.23919/JSEE.2024.000120

Integrated fire/flight control of armed helicopters based on C-BFGS and distributionally robust optimization

ZHOU Zeyu 1WANG Yuhui 1WU Qingxian1
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作者信息

  • 1. College of Automation Engineering,Nanjing University of Aeronautics and Astronautics,Nanjing 211106,China
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Abstract

To meet the requirements of modern air combat,an integrated fire/flight control(IFFC)system is designed to achieve automatic precision tracking and aiming for armed helicopters and release the pilot from heavy target burden.Considering the complex dynamic characteristics and the couplings of armed helicopters,an improved automatic attack system is con-structed to integrate the fire control system with the flight con-trol system into a unit.To obtain the optimal command signals,the algorithm is investigated to solve nonconvex optimization problems by the contracting Broyden Fletcher Goldfarb Shanno(C-BFGS)algorithm combined with the trust region method.To address the uncertainties in the automatic attack system,the memory nominal distribution and Wasserstein distance are introduced to accurately characterize the uncertainties,and the dual solvable problem is analyzed by using the duality the-ory,conjugate function,and dual norm.Simulation results verify the practicality and validity of the proposed method in solving the IFFC problem on the premise of satisfactory aiming accu-racy.

Key words

integrated fire/flight control(IFFC)/armed helicopter/improved contracting Broyden Fletcher Goldfarb Shanno(C-BFGS)algorithm/memory nominal distribution/Wasserstein dis-tance/distributionally robust optimization

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出版年

2024
系统工程与电子技术(英文版)
中国航天科工防御技术研究院 中国宇航学会 中国系统工程学会 中国系统仿真学会

系统工程与电子技术(英文版)

CSTPCD
影响因子:0.64
ISSN:1004-4132
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