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A Gauss Pseudospectral Collocation for Rapid Trajectory Prediction and Guidance

机译:高斯伪谱配点用于快速轨迹预测和制导

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The flight of symmetric projectiles is modeled by linear and quasi—linear ODEs known respectively as projectile linear theory and modified projectile linear theory. A Gauss pseudo-spectral collocation may be used to discretize both linear and non-linear ODE models, converting the problem into a set of coupled algebraic equations. Since the approximation is exact at the collocation points, accurate trajectory predictions may be rendered using a small number of points, resulting in very rapid solution. The method allows for solution of high launch elevation trajectories and can account for varying aerodynamic coefficients as well. Results which are compared to a full 6DOF simulation are shown for standard linear, modified linear, and modified linear with varying aero coefficients. By also discretizing the cost function for optimal control, the problem of optimal trajectory design is rendered as an algebraic cost function with algebraic equality constraints. Such a problem is solved by appending equality constraints to the cost function integrand with Lagrange multipliers. The resulting large set of non-linear algebraic equations is then numerically solved. Feasibility of the optimal trajectories was demonstrated by commanding forward canards by a gain scheduled LQR inner loop. The projectile tracked desired trajectories with very little error resulting in a large reduction in dispersion at the target.
机译:对称弹丸的飞行通过线性和准线性ODE建模,分别称为弹丸线性理论和改进的弹丸线性理论。高斯伪谱搭配可用于离散线性和非线性ODE模型,从而将问题转换为一组耦合的代数方程式。由于近似值在并置点处精确,因此可以使用少量点来提供准确的轨迹预测,从而获得非常快速的解决方案。该方法可以解决高发射高度轨迹,并且还可以考虑变化的空气动力学系数。显示了与完整的6DOF仿真进行比较的结果,这些标准线性,修改后的线性和修改后的线性以及具有不同的空气系数。通过还离散化最优控制的成本函数,最优轨迹设计的问题被呈现为具有代数相等约束的代数成本函数。通过将相等约束条件附加到使用拉格朗日乘数的成本函数被积分项,可以解决此问题。然后对所得的大量非线性代数方程组进行数值求解。最佳轨迹的可行性通过增益调度的LQR内环命令前向炮台来证明。弹丸以很小的误差跟踪了期望的轨迹,从而大大降低了目标的色散。

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