| 引用本文: | 李飞,于雷,周中良,等.战斗机末端机动的非线性模型预测控制规避策略.[J].国防科技大学学报,2014,36(3):83-90.[点击复制] |
| LI Fei,YU Lei,ZHOU Zhongliang,et al.The nonlinear model predictive control avoidance strategy of the fighter maneuver in endgame[J].Journal of National University of Defense Technology,2014,36(3):83-90[点击复制] |
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| 战斗机末端机动的非线性模型预测控制规避策略 |
| 李飞, 于雷, 周中良, 付昭旺, 张涛 |
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(空军工程大学 航空航天工程学院，陕西 西安 710038)
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| 摘要: |
| 利用非线性模型预测控制的思想建立了战斗机末端规避导弹的机动策略求解方法。根据导弹与战机的空战态势，建立了导弹与战机的相对运动微分方程；将导弹的导引律引入到导弹运动模型中，与飞机模型一起构建了系统预测模型，并对飞机和导弹的运动约束进行了分析。通过对导弹结构限制和战术特性的分析，给出了飞机机动规避导弹的性能指标，进而建立了机动规避导弹的最优控制模型。利用高斯伪谱法对模型进行求解，采用滚动优化策略实现了对机动规避策略的闭环求解。针对导弹气动参数和导航比未知以及相对测量量具有噪声的问题，利用极大似然法对导弹的气动参数和导航比进行估计，实现了对系统预测模型的反馈校正。仿真结果表明，此方法能够实现对导弹的机动规避。 |
| 关键词: 机动规避 非线性模型预测控制 滚动优化 反馈校正 高斯伪谱法 极大似然法 |
| DOI：10.11887/j.cn.201403016 |
| 投稿日期：2013-09-11 |
| 基金项目: |
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| The nonlinear model predictive control avoidance strategy of the fighter maneuver in endgame |
| LI Fei, YU Lei, ZHOU Zhongliang, FU Zhaowang, ZHANG Tao |
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(Aeronautics and Astronautics Engineering College, Air Force Engineering University, Xi’an 710038,China)
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| Abstract: |
| The maneuver strategy solving method for fighter avoiding the attack from missile in the endgame is developed by using the theory of nonlinear model predictive control. According to the situation of the engagement of missile and fighter, the motion differential equation was established. The guidance law was introduced into the missile kinematic model, and the system predictive model was set up together with the fighter’s model. Then, the kinematic constraint of the fighter and missile was analyzed. The performance indices of the fighter avoiding missile attack were proposed based on the analysis of the structure limitation and tactical characteristics of missile and the optimal control model was built. The Gauss Pseudospectral Method was used to solve the model, and the close-loop solution is realistic by using the RHC strategy. The Maximum Likelihood Estimation method was used to estimate the aerodynamic parameter and navigation ratio aiming at the problem of the uncertain and measurement noise, and the feedback correction of the system predictive model is realistic. The numerical simulation result shows that the maneuvering strategy can help the fighter avoid the missile attack. |
| Keywords: maneuver avoidance nonlinear model predictive control receding horizon control feedback correction gauss pseudospectral method maximum likelihood estimation method |
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