Matches in SemOpenAlex for { <https://semopenalex.org/work/W1799591713> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W1799591713 abstract "This paper presents a new statistical analysis of the least mean fourth (LMF) adaptive algorithm behavior. Nonlinear recursive equations are derived which predict the behavior of the first and second order moments of the adaptive weights for Gaussian inputs. These recursions can be used to predict the mean square error (MSE) behavior. The new model improves the available models in that it predicts both the transient and steady-state behaviors for measurement noise having any zero-mean probability density function (pdf) and for any signal-to-noise ratio. This is important because the LMF algorithm is known to outperform the LMS algorithm for non-Gaussian noise distributions and for large signal-to-noise ratios. In addition, the new model explicitly shows the dependence of the algorithm's dynamics on the initial weight conditions. Computer simulations illustrate the accuracy of the new model in predicting the algorithm behavior." @default.
- W1799591713 created "2016-06-24" @default.
- W1799591713 creator A5066014633 @default.
- W1799591713 creator A5077666913 @default.
- W1799591713 date "2003-06-25" @default.
- W1799591713 modified "2023-09-27" @default.
- W1799591713 title "An improved stochastic model for the least mean fourth (LMF) adaptive algorithm" @default.
- W1799591713 cites W1499597844 @default.
- W1799591713 cites W1854272764 @default.
- W1799591713 cites W2079416164 @default.
- W1799591713 cites W2092906026 @default.
- W1799591713 cites W2097488004 @default.
- W1799591713 cites W2168214651 @default.
- W1799591713 doi "https://doi.org/10.1109/iscas.2002.1009768" @default.
- W1799591713 hasPublicationYear "2003" @default.
- W1799591713 type Work @default.
- W1799591713 sameAs 1799591713 @default.
- W1799591713 citedByCount "1" @default.
- W1799591713 crossrefType "proceedings-article" @default.
- W1799591713 hasAuthorship W1799591713A5066014633 @default.
- W1799591713 hasAuthorship W1799591713A5077666913 @default.
- W1799591713 hasBestOaLocation W17995917132 @default.
- W1799591713 hasConcept C102248274 @default.
- W1799591713 hasConcept C105795698 @default.
- W1799591713 hasConcept C11413529 @default.
- W1799591713 hasConcept C115961682 @default.
- W1799591713 hasConcept C121332964 @default.
- W1799591713 hasConcept C139945424 @default.
- W1799591713 hasConcept C145249878 @default.
- W1799591713 hasConcept C154945302 @default.
- W1799591713 hasConcept C158622935 @default.
- W1799591713 hasConcept C163716315 @default.
- W1799591713 hasConcept C197055811 @default.
- W1799591713 hasConcept C2775924081 @default.
- W1799591713 hasConcept C2776003309 @default.
- W1799591713 hasConcept C32617633 @default.
- W1799591713 hasConcept C33923547 @default.
- W1799591713 hasConcept C41008148 @default.
- W1799591713 hasConcept C4199805 @default.
- W1799591713 hasConcept C47446073 @default.
- W1799591713 hasConcept C62520636 @default.
- W1799591713 hasConcept C99498987 @default.
- W1799591713 hasConceptScore W1799591713C102248274 @default.
- W1799591713 hasConceptScore W1799591713C105795698 @default.
- W1799591713 hasConceptScore W1799591713C11413529 @default.
- W1799591713 hasConceptScore W1799591713C115961682 @default.
- W1799591713 hasConceptScore W1799591713C121332964 @default.
- W1799591713 hasConceptScore W1799591713C139945424 @default.
- W1799591713 hasConceptScore W1799591713C145249878 @default.
- W1799591713 hasConceptScore W1799591713C154945302 @default.
- W1799591713 hasConceptScore W1799591713C158622935 @default.
- W1799591713 hasConceptScore W1799591713C163716315 @default.
- W1799591713 hasConceptScore W1799591713C197055811 @default.
- W1799591713 hasConceptScore W1799591713C2775924081 @default.
- W1799591713 hasConceptScore W1799591713C2776003309 @default.
- W1799591713 hasConceptScore W1799591713C32617633 @default.
- W1799591713 hasConceptScore W1799591713C33923547 @default.
- W1799591713 hasConceptScore W1799591713C41008148 @default.
- W1799591713 hasConceptScore W1799591713C4199805 @default.
- W1799591713 hasConceptScore W1799591713C47446073 @default.
- W1799591713 hasConceptScore W1799591713C62520636 @default.
- W1799591713 hasConceptScore W1799591713C99498987 @default.
- W1799591713 hasLocation W17995917131 @default.
- W1799591713 hasLocation W17995917132 @default.
- W1799591713 hasOpenAccess W1799591713 @default.
- W1799591713 hasPrimaryLocation W17995917131 @default.
- W1799591713 hasRelatedWork W1977963543 @default.
- W1799591713 hasRelatedWork W1989933854 @default.
- W1799591713 hasRelatedWork W1992161352 @default.
- W1799591713 hasRelatedWork W2018089672 @default.
- W1799591713 hasRelatedWork W2105555946 @default.
- W1799591713 hasRelatedWork W2111082218 @default.
- W1799591713 hasRelatedWork W2114828797 @default.
- W1799591713 hasRelatedWork W2125099931 @default.
- W1799591713 hasRelatedWork W2131865114 @default.
- W1799591713 hasRelatedWork W2134990249 @default.
- W1799591713 hasRelatedWork W2135217302 @default.
- W1799591713 hasRelatedWork W2148219373 @default.
- W1799591713 hasRelatedWork W2151578276 @default.
- W1799591713 hasRelatedWork W2166545412 @default.
- W1799591713 hasRelatedWork W2168314852 @default.
- W1799591713 hasRelatedWork W2315345214 @default.
- W1799591713 hasRelatedWork W2958678228 @default.
- W1799591713 hasRelatedWork W3093970756 @default.
- W1799591713 hasRelatedWork W800078825 @default.
- W1799591713 hasRelatedWork W1582491747 @default.
- W1799591713 isParatext "false" @default.
- W1799591713 isRetracted "false" @default.
- W1799591713 magId "1799591713" @default.
- W1799591713 workType "article" @default.