A New Adaptive Filtering Algorithm Based on Higher-order Statistics

ZHAO Zhi-jin

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A New Adaptive Filtering Algorithm Based on Higher-order Statistics

更新时间：2025-07-16

- A New Adaptive Filtering Algorithm Based on Higher-order Statistics
- Acta Electronica Sinica Vol. 28, Issue 12, Pages: 83-84(2000)
- 作者机构：
  
  1. 杭州电子工业学院,杭州,310037
  2. 杭州电子工业学院杭州,310037
- 作者简介：
- 基金信息：
- DOI：
  CLC： TN911.7
- Published：2000
- 稿件说明：
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ZHAO Zhi-jin. A New Adaptive Filtering Algorithm Based on Higher-order Statistics[J]. Acta Electronica Sinica, 2000, 28(12): 83-84.
DOI：

ZHAO Zhi-jin. A New Adaptive Filtering Algorithm Based on Higher-order Statistics[J]. Acta Electronica Sinica, 2000, 28(12): 83-84. DOI：

摘要

本文首先提出一种基于三阶累积量的代价函数

其次提出了一种基于此代价函数的格型自适应算法

最后将此算法用于线性预测

计算机仿真实验结果证实了算法的正确性和有效性.

Abstract

A cost function based on third- order cumulants is presented

and then a lattice adaptive filtering algorithm is proposed by minimizing this cost function.The computer simulation results for linear prediction are also given to demonstrate the correctness and effectiveness of the proposed adaptive algorithm.

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