Matches in SemOpenAlex for { <https://semopenalex.org/work/W2010459660> ?p ?o ?g. }
Showing items 1 to 66 of
66
with 100 items per page.
- W2010459660 abstract "Adaptive filtering techniques have gained much popularity in the modeling of unknown system identification problem. These techniques can be classified as either iterative or direct. Iterative techniques include stochastic descent method and its improved versions in affine space. In this paper we present a comparative study of the least mean square (LMS) algorithm and some improved versions of LMS, more precisely the normalized LMS (NLMS), LMS-Newton, transform domain LMS (TDLMS) and affine projection algorithm (APA). The performance evaluation of these algorithms is carried out using adaptive system identification (ASI) model with random input signals, in which the unknown (measured) signal is assumed to be contaminated by output noise. Simulation results are recorded to compare the performance in terms of convergence speed, robustness, misalignment, and their sensitivity to the spectral properties of input signals. Main objective of this comparative study is to observe the effects of fast convergence rate of improved versions of LMS algorithms on their robustness and misalignment." @default.
- W2010459660 created "2016-06-24" @default.
- W2010459660 creator A5007223545 @default.
- W2010459660 creator A5067567313 @default.
- W2010459660 date "2014-01-01" @default.
- W2010459660 modified "2023-10-12" @default.
- W2010459660 title "Performance study of LMS based adaptive algorithms for unknown system identification" @default.
- W2010459660 cites W1492221128 @default.
- W2010459660 cites W1538882755 @default.
- W2010459660 cites W1546756991 @default.
- W2010459660 cites W2107221565 @default.
- W2010459660 doi "https://doi.org/10.1063/1.4887594" @default.
- W2010459660 hasPublicationYear "2014" @default.
- W2010459660 type Work @default.
- W2010459660 sameAs 2010459660 @default.
- W2010459660 citedByCount "1" @default.
- W2010459660 countsByYear W20104596602014 @default.
- W2010459660 crossrefType "proceedings-article" @default.
- W2010459660 hasAuthorship W2010459660A5007223545 @default.
- W2010459660 hasAuthorship W2010459660A5067567313 @default.
- W2010459660 hasBestOaLocation W20104596601 @default.
- W2010459660 hasConcept C102248274 @default.
- W2010459660 hasConcept C104317684 @default.
- W2010459660 hasConcept C11413529 @default.
- W2010459660 hasConcept C119247159 @default.
- W2010459660 hasConcept C127162648 @default.
- W2010459660 hasConcept C185592680 @default.
- W2010459660 hasConcept C31258907 @default.
- W2010459660 hasConcept C32617633 @default.
- W2010459660 hasConcept C41008148 @default.
- W2010459660 hasConcept C55493867 @default.
- W2010459660 hasConcept C57869625 @default.
- W2010459660 hasConcept C63479239 @default.
- W2010459660 hasConcept C67186912 @default.
- W2010459660 hasConcept C77088390 @default.
- W2010459660 hasConceptScore W2010459660C102248274 @default.
- W2010459660 hasConceptScore W2010459660C104317684 @default.
- W2010459660 hasConceptScore W2010459660C11413529 @default.
- W2010459660 hasConceptScore W2010459660C119247159 @default.
- W2010459660 hasConceptScore W2010459660C127162648 @default.
- W2010459660 hasConceptScore W2010459660C185592680 @default.
- W2010459660 hasConceptScore W2010459660C31258907 @default.
- W2010459660 hasConceptScore W2010459660C32617633 @default.
- W2010459660 hasConceptScore W2010459660C41008148 @default.
- W2010459660 hasConceptScore W2010459660C55493867 @default.
- W2010459660 hasConceptScore W2010459660C57869625 @default.
- W2010459660 hasConceptScore W2010459660C63479239 @default.
- W2010459660 hasConceptScore W2010459660C67186912 @default.
- W2010459660 hasConceptScore W2010459660C77088390 @default.
- W2010459660 hasLocation W20104596601 @default.
- W2010459660 hasOpenAccess W2010459660 @default.
- W2010459660 hasPrimaryLocation W20104596601 @default.
- W2010459660 hasRelatedWork W1483727339 @default.
- W2010459660 hasRelatedWork W1987018248 @default.
- W2010459660 hasRelatedWork W2027630946 @default.
- W2010459660 hasRelatedWork W2040564970 @default.
- W2010459660 hasRelatedWork W2058513550 @default.
- W2010459660 hasRelatedWork W2113049185 @default.
- W2010459660 hasRelatedWork W2125753044 @default.
- W2010459660 hasRelatedWork W2153755064 @default.
- W2010459660 hasRelatedWork W2361449108 @default.
- W2010459660 hasRelatedWork W3203361838 @default.
- W2010459660 isParatext "false" @default.
- W2010459660 isRetracted "false" @default.
- W2010459660 magId "2010459660" @default.
- W2010459660 workType "article" @default.