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Roundoff noise reduction in 2-D state-space digital filters using high-order error feedback and realization

机译:利用高阶误差反馈实现二维状态空间数字滤波器中的舍入噪声

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A technique for reducing roundoff noise effects subject to l2-scaling constraints is developed for two-dimensional state-space digital filters by means of high-order error feedback and state-space realization. First, the roundoff noise gain is minimized subject to l2-scaling constraints by choosing the coordinate transformation matrices appropriately. Optimal high-order error-feedback matrices are then determined so as to minimize the roundoff noise gain in the two-dimensional state-space digital filter obtained via the coordinate transformation matrices. Finally a numerical example is presented to illustrate the utility of the proposed technique.
机译:利用高阶误差反馈和状态空间实现技术,为二维状态空间数字滤波器开发了一种用于降低受十二阶缩放约束的舍入噪声影响的技术。首先,通过适当地选择坐标变换矩阵,舍入噪声增益受12比例缩放约束的影响最小。然后确定最优的高阶误差反馈矩阵,以最小化通过坐标变换矩阵获得的二维状态空间数字滤波器中的舍入噪声增益。最后,通过数值例子说明了所提出技术的实用性。

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