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一种新的变步长LMS自适应滤波算法
一种新的变步长LMS自适应滤波算法,本文通过建立步长因子L与误差信号之间的非线性函数关系,提出了一种新的变步长LMS(Least
Mean Square)算法.该算法具有初始阶段和未知系统时变阶段步长自动增大而稳态时步长很小的特点,且克服了S函
数变步长LMS算法(简称SVSLMS算法)在自适应稳态阶段L(n)取值偏大的缺陷.理论分析和计算机仿真结果表明
该算法的性能优于SVSLMS算法.
(By building a nonlinear function relationship betweenLand the error signal,this paper
presents a novel variable step size LMS(Least Mean Square)adaptive filtering algorithm.The step size of
this algorithm increases automaticly at the beginning of this algorithm or when unknown system is chan-
ging with time,and it would be smaller during the steady state.This algorithm avoid the shortage of chan-
ging step size of SVSLMS,variable step size LMS based on Sigmoid function,in the process of the adaptive
steady state.The performance of this paper algorithm is better than that of SVSLMS with the theoretical
analysis and computer simulations.
)
- 2013-09-17 15:06:32下载
- 积分:1
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gai_er_yuan
盖尔圆方法是一种估计源数目的重要方法,对其进行适当设计可以简化(Gail Yuen method is an important method to estimate the number of sources and to carry out appropriate design can be simplified)
- 2021-03-31 21:59:09下载
- 积分:1
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ad_da
基于avr atmega16单片机ad,da源代码,并带lcd显示,usart通信(Based on avr atmega16 SCM ad, da source code, and with lcd display, usart Communications)
- 2010-02-03 17:55:02下载
- 积分:1
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xiexiangyingfenxi
用ANSYS软件中的命令流方式实现了结构的谐响应分析(Structure of the harmonic response analysis using ANSYS software in the command stream)
- 2012-07-18 16:38:57下载
- 积分:1
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book
Software Architecture in Practice
- 2010-12-07 00:10:51下载
- 积分:1
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InfineonmultiCAN
Infineon multiCAN spec
- 2009-11-29 23:08:59下载
- 积分:1
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ImageRD
模块的目的/功能: 完成对回波数据的成像Rang-doppler算法(The purpose of modules/functions: completion of the echo data imaging Rang-doppler algorithm)
- 2008-12-14 20:52:31下载
- 积分:1
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IGNITE_Processor_Reference_Manual
PTSC CPU规格文档,一种少见的堆栈结构CPU。(PTSC CPU specification documents, the stack structure of a rare CPU.)
- 2009-05-19 14:55:06下载
- 积分:1
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avsmake
AVS生成工具,减少自己编写AVS代码的麻烦。编写AVS是视频编码最常用的制作步骤,自己写实在是不方便。所以有这个会很方便(AVS generation tools to reduce their preparation AVS source of trouble. Preparation of AVS Video Coding is the most commonly used production steps, in their realism is inconvenient. So this will be very convenient)
- 2006-06-26 18:36:07下载
- 积分:1
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hangkongjipiaoyuding
机票预订系统(软件课程设计实验报告,有详细设计)(Ticket reservation system (software curriculum design lab report, detailed design))
- 2013-12-08 20:50:45下载
- 积分:1