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Missile Attitude Control via a Hybrid LQG-LTR-LQI Control Scheme with Optimum Weight Selection

机译:基于混合LQG-LTR-LQI控制方案的导弹姿态控制   最佳重量选择

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摘要

This paper proposes a new strategy for missile attitude control using ahybridization of Linear Quadratic Gaussian (LQG), Loop Transfer Recovery (LTR),and Linear Quadratic Integral (LQI) control techniques. The LQG control designis carried out in two steps i.e. firstly applying Kalman filter for stateestimation in noisy environment and then using the estimated states for anoptimal state feedback control via Linear Quadratic Regulator (LQR). As furthersteps of performance improvement of the missile attitude control system, theLTR and LQI schemes are applied to increase the stability margins and guaranteeset-point tracking performance respectively, while also preserving theoptimality of the LQG. The weighting matrix (Q) and weighting factor (R) of LQGand the LTR fictitious noise coefficient (q) are tuned using Nelder-MeadSimplex optimization technique to make the closed-loop system act faster.Simulations are given to illustrate the validity of the proposed technique.
机译:本文提出了一种采用线性二次高斯(LQG),环路转移恢复(LTR)和线性二次积分(LQI)控制技术的混合化的导弹姿态控制新策略。 LQG控制设计分两个步骤进行,即首先将Kalman滤波器应用于嘈杂环境中的状态估计,然后将估计的状态用于通过线性二次调节器(LQR)进行最佳状态反馈控制。作为提高导弹姿态控制系统性能的进一步措施,LTR和LQI方案分别用于增加稳定性余量和保证设定点跟踪性能,同时还保留了LQG的最优性。利用Nelder-MeadSimplex优化技术对LQG的权重矩阵(Q)和权重因子(R)以及LTR虚拟噪声系数(q)进行了调整,以使闭环系统更快地发挥作用。技术。

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