首页> 美国政府科技报告 >Sensitivity Considerations in the Design of Linear Least Mean-Squared Error Filters

【24h】

Sensitivity Considerations in the Design of Linear Least Mean-Squared Error Filters

机译：线性最小均方误差滤波器设计中的灵敏度考虑

获取原文

页面导航

摘要
著录项
相似文献
相关主题

摘要

The usual approach to linear least mean-squared error filter design is concerned with minimizing a quadratic function of the error. Neglected in such an analysis is the effect that variations of the filter parameters may have upon the error criterion. In this paper the quadratic error term is combined with a suitable sensitivity measure to produce a new performance function, which is then minimized by selecting the appropriate linear filter. The resulting mean-squared error will be larger than the minimum error but less sensitive to parameter variations. To illustrate the advantages of this method, two specific examples are considered; both are concerned with estimating a random signal in while noise and exhibit a significant decrease in sensitivity with only a modest increase in mean-squared error. (Author)

著录项

作者
Lugannani, R.; Liopiros, K. J.;
展开▼
作者单位

展开▼
年度 1971
页码 p.1-7
总页数 7
原文格式 PDF
正文语种 eng
中图分类
关键词
Information theory ; Control systems ; Electric filters ; Mathematical models ; Linear systems ; Statistical analysis ; Power spectra ; White noise ; Transfer functions;

机译：信息论;控制系统;电过滤器;数学模型;线性系统;统计分析;功率谱;白噪声;传递函数;

相似文献

外文文献
中文文献
专利

1. The Kalman filter as the optimal linear minimum mean-squared error multiuser CDMA detector [J] . Teng Joon Lim, Yao Ma IEEE Transactions on Information Theory . 2000,第7期

机译：卡尔曼滤波器作为最优线性最小均方误差多用户CDMA检测器
2. Sensitivity-based pole and input-output errors of linear filters as indicators of the implementation deterioration in fixed-point context [J] . Hilaire T., Chevrel P. EURASIP journal on advances in signal processing . 2011,第20aPta1期

机译：线性滤波器基于灵敏度的极点和输入输出误差，作为定点环境下实现性能下降的指标
3. Sensitivity-Based Pole and Input-Output Errors of Linear Filters as Indicators of the Implementation Deterioration in Fixed-Point Context [J] . Thibault Hilaire, Philippe Chevrel EURASIP journal on advances in signal processing . 2011,第1期

机译：基于灵敏度的极点和线性滤波器的输入输出误差，作为定点情况下实现性能下降的指标
4. FILTER BANK DESIGN FOR MINIMIZING MEAN-SQUARED ESTIMATION ERROR IN SUBBAND ADAPTIVE FILTERING [C] . Jacob Gunther, Tamal Bose, Wang Song Asilomar Conference on Signals, Systems and Computers . 2006

机译：过滤器组设计，用于最小化子带自适应滤波中的平均平方估计误差
5. Proportional Integral Kalman Filters for Linear Stochastic Systems with Modeling Errors [D] . Lichtman, Sarah. 2019

机译：具有建模误差的线性随机系统的比例积分卡尔曼滤波器
6. Linear theory for filtering nonlinear multiscale systems with model error [O] . Tyrus Berry, John Harlim -1

机译：具有模型误差的非线性多尺度系统滤波的线性理论
7. Sensitivity-Based Pole and Input-Output Errors of Linear Filters as Indicators of the Implementation Deterioration in Fixed-Point Context [O] . Thibault Hilaire, Philippe Chevrel 2011

机译：基于灵敏度的极点和线性滤波器的输入输出误差，作为定点情况下实现性能下降的指标

Sensitivity Considerations in the Design of Linear Least Mean-Squared Error Filters

摘要

著录项

相似文献

相关主题

期刊订阅