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Adaptive Signal Processor using Newton / MS algorithm

机译:使用牛顿/ MS算法的自适应信号处理器

摘要

The present invention relates to an adaptive signal processor using an LMS / Newton algorithm for removing distortion or noise of an input signal.;In the conventional LMS or LMS / Newtonian algorithm, the adaptive signal processor has a disadvantage in that the hardware is not easy to implement as the overall calculation amount for obtaining the inverse of the autocorrelation matrix from the input signal increases and the implementation cost increases accordingly. .;The adaptive signal processor of the present invention first obtains an autocorrelation matrix of an input signal, and performs autocorrelation by performing a DFT transform and an IDFT transform or performing two DCT transforms assuming that the matrix is symmetrical, toepleated and cyclic. By calculating the inverse of the matrix, it is possible to reduce the amount of computation required to find the inverse, thereby simplifying and facilitating the hardware implementation and reducing the implementation cost.
机译:本发明涉及一种使用LMS /牛顿算法去除输入信号失真或噪声的自适应信号处理器。在传统的LMS或LMS / Newtonian算法中,自适应信号处理器的缺点是硬件不易使用。作为实现用于从输入信号获得自相关矩阵的逆的总体计算量的增加,实现成本相应地增加。本发明的自适应信号处理器首先获得输入信号的自相关矩阵,并通过执行DFT变换和IDFT变换或执行两个DCT变换来进行自相关,前提是假设矩阵是对称的,成对的和循环的。通过计算矩阵的逆,可以减少找到逆所需的计算量,从而简化和便利了硬件实现,并降低了实现成本。

著录项

  • 公开/公告号KR950029945A

    专利类型

  • 公开/公告日1995-11-24

    原文格式PDF

  • 申请/专利权人 심상철;

    申请/专利号KR19940008187

  • 发明设计人 김태성;김성대;

    申请日1994-04-19

  • 分类号G06F13/00;

  • 国家 KR

  • 入库时间 2022-08-22 03:46:13

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