A filter coefficient correction term used by the equalizer filter is generated by the tap coefficients generator using a normalized least mean square (NLMS) algorithm. In another embodiment, a plurality of equalizer filters are utilized, whereby each equalizer receives a sample data stream from a ...
Harris. On the conver- gence rate performance of the normalized least-mean- square adaptation. IEEE Transactions on Neural Net- works, 8(5):1211-1214, September 1997.P. E. An, B. Brown, and C. J. Harris, "On the convergence rate performance of the normalizedleast-mean-square adaptation...
Normalized Least Mean Square Normalized Least Means Squares Normalized Least-Squares Channel Error Normalized Levenshtein Distance Normalized Line Balance Normalized Matched Filter Normalized Maximum Likelihood Normalized Maximum Rate of Relaxation Normalized Mean Absolute Error ...
This paper compares the convergence rate performance of the normalized least-mean-square (NLMS) algorithm to that of the standard least-mean-square (LMS) algorithm, which is based on a well-known interpretation of the NLMS algorithm as a form of the LMS via input normalization. With this inte...
Consistent Normalized Least Mean Square Filtering With Noisy Data Matrix. When the ordinary least squares method is applied to the parameter estimation problem with noisy data matrix, it is well-known that the estimates turn out ... S Jo,WK Sang - 《IEEE Transactions on Signal Processing》 被...
The electro-hydraulic servo system was studied to cancel the amplitude attenuation and phase delay of its sinusoidal response,by developing a network using normalized least-mean-square (LMS) adaptive filtering algorithm.The command input was corrected by weights to generate the desired input for the ...
normalizedleast—mean—squareadaptivefilteringalgorithm;trackingperformance;electro—hydraulicservosystem1IntroductionHydraulicdrivesarewidelyusedinindustry.Comparedwithothertypesofdrives,theyhavemanydistinctadvantages,suchasdevelopingacomparativelysmalldevicewithmuchlargertorque,higherresponsespeed,higherstiffnessandhigherspecific...
normalized NLMS(正规化最小均方 )外推滤波器的使用可以起到更准确地跟随动态变化的信道并因此从由可用导频提供的传递函数的样本更准确地估计信道的作用。 NLMS(Normalized Least Mean Square)外挿フィルタの使用は、動的変化チャネルを、より正確に追跡することができ、ひいては、使用可能なパイロットから...
In this work, expressions are derived for the steady-state excess-mean-square error (EMSE) of the ε-normalized sign-error least mean square (NSLMS) adaptive algorithm for both cases of real- and complex-valued data. Moreover, a comparison between the computational load of the ε-NSLMS al...
Summary: We propose a variable step-size normalized least mean square (NLMS) algorithm. We study the relationship among the NLMS, recursive least square an... H Cho,WK Sang - 《Signal Processing》 被引量: 24发表: 2010年 A New Variable Step-Size NLMS Algorithm and its Performance Evaluation...