FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3157698387> ?p ?o ?g. }

• W3157698387 abstract "Autoregressive (AR) model is commonly used in many areas of signal processing and is particularly significant in Electroencephalogram (EEG) related studies owing to its enhanced resolution, smoother spectra and its potential to be used on short segments of a signal. When fitting an AR model to an EEG multivariate system, selection of model order ( p) is of critical importance. While the lower model orders provide inadequate representation of the signal, higher orders drastically increase noise. Therefore, identification of optimum AR model order is an open challenge. Conventional methods for estimating model orders include Akaike Information Criterion (AIC), Final Prediction Error (FPE), Bayesian Information Criterion (BIC), and Hannan Quinn (HQ). In this paper, we show how these criteria fail to determine optimal order of multivariate EEG signals that undergo mandatory filtration to separate bands and noise. Consequently, we present a novel, yet simple and effective technique to find the AR optimum order to model such systems. Extensive application of proposed method on different EEG dataset indicates that the new method gives better signal estimation with minimum possible order; thereby, improving the accuracy of reconstructed signal at reduced computational cost." @default.
• W3157698387 created "2021-05-10" @default.
• W3157698387 creator A5039559815 @default.
• W3157698387 creator A5062190281 @default.
• W3157698387 creator A5071162645 @default.
• W3157698387 date "2021-03-01" @default.
• W3157698387 modified "2023-09-25" @default.
• W3157698387 title "Optimum Order Selection Criterion for Autoregressive Models of Bandlimited EEG Signals" @default.
• W3157698387 cites W1500470240 @default.
• W3157698387 cites W1976570823 @default.
• W3157698387 cites W2003646190 @default.
• W3157698387 cites W2072535663 @default.
• W3157698387 cites W2096188505 @default.
• W3157698387 cites W2158196600 @default.
• W3157698387 cites W2168175751 @default.
• W3157698387 cites W2233886816 @default.
• W3157698387 cites W2294681143 @default.
• W3157698387 cites W2423195739 @default.
• W3157698387 cites W2518238252 @default.
• W3157698387 cites W2755341729 @default.
• W3157698387 cites W2790950056 @default.
• W3157698387 cites W2792325177 @default.
• W3157698387 cites W2904162140 @default.
• W3157698387 cites W2904519850 @default.
• W3157698387 cites W2968696958 @default.
• W3157698387 cites W2975664693 @default.
• W3157698387 cites W2979594495 @default.
• W3157698387 cites W3018297729 @default.
• W3157698387 cites W3046632025 @default.
• W3157698387 cites W3080212500 @default.
• W3157698387 cites W4242688646 @default.
• W3157698387 doi "https://doi.org/10.1109/iecbes48179.2021.9398836" @default.
• W3157698387 hasPublicationYear "2021" @default.
• W3157698387 type Work @default.
• W3157698387 sameAs 3157698387 @default.
• W3157698387 citedByCount "3" @default.
• W3157698387 countsByYear W31576983872021 @default.
• W3157698387 countsByYear W31576983872022 @default.
• W3157698387 crossrefType "proceedings-article" @default.
• W3157698387 hasAuthorship W3157698387A5039559815 @default.
• W3157698387 hasAuthorship W3157698387A5062190281 @default.
• W3157698387 hasAuthorship W3157698387A5071162645 @default.
• W3157698387 hasConcept C104267543 @default.
• W3157698387 hasConcept C105795698 @default.
• W3157698387 hasConcept C11413529 @default.
• W3157698387 hasConcept C115961682 @default.
• W3157698387 hasConcept C118552586 @default.
• W3157698387 hasConcept C119857082 @default.
• W3157698387 hasConcept C126674687 @default.
• W3157698387 hasConcept C153180895 @default.
• W3157698387 hasConcept C154945302 @default.
• W3157698387 hasConcept C15744967 @default.
• W3157698387 hasConcept C159877910 @default.
• W3157698387 hasConcept C161584116 @default.
• W3157698387 hasConcept C168136583 @default.
• W3157698387 hasConcept C199360897 @default.
• W3157698387 hasConcept C2776709221 @default.
• W3157698387 hasConcept C2779843651 @default.
• W3157698387 hasConcept C28490314 @default.
• W3157698387 hasConcept C33923547 @default.
• W3157698387 hasConcept C41008148 @default.
• W3157698387 hasConcept C522805319 @default.
• W3157698387 hasConcept C81917197 @default.
• W3157698387 hasConcept C84462506 @default.
• W3157698387 hasConcept C87465248 @default.
• W3157698387 hasConcept C9390403 @default.
• W3157698387 hasConcept C93959086 @default.
• W3157698387 hasConcept C99498987 @default.
• W3157698387 hasConceptScore W3157698387C104267543 @default.
• W3157698387 hasConceptScore W3157698387C105795698 @default.
• W3157698387 hasConceptScore W3157698387C11413529 @default.
• W3157698387 hasConceptScore W3157698387C115961682 @default.
• W3157698387 hasConceptScore W3157698387C118552586 @default.
• W3157698387 hasConceptScore W3157698387C119857082 @default.
• W3157698387 hasConceptScore W3157698387C126674687 @default.
• W3157698387 hasConceptScore W3157698387C153180895 @default.
• W3157698387 hasConceptScore W3157698387C154945302 @default.
• W3157698387 hasConceptScore W3157698387C15744967 @default.
• W3157698387 hasConceptScore W3157698387C159877910 @default.
• W3157698387 hasConceptScore W3157698387C161584116 @default.
• W3157698387 hasConceptScore W3157698387C168136583 @default.
• W3157698387 hasConceptScore W3157698387C199360897 @default.
• W3157698387 hasConceptScore W3157698387C2776709221 @default.
• W3157698387 hasConceptScore W3157698387C2779843651 @default.
• W3157698387 hasConceptScore W3157698387C28490314 @default.
• W3157698387 hasConceptScore W3157698387C33923547 @default.
• W3157698387 hasConceptScore W3157698387C41008148 @default.
• W3157698387 hasConceptScore W3157698387C522805319 @default.
• W3157698387 hasConceptScore W3157698387C81917197 @default.
• W3157698387 hasConceptScore W3157698387C84462506 @default.
• W3157698387 hasConceptScore W3157698387C87465248 @default.
• W3157698387 hasConceptScore W3157698387C9390403 @default.
• W3157698387 hasConceptScore W3157698387C93959086 @default.
• W3157698387 hasConceptScore W3157698387C99498987 @default.
• W3157698387 hasFunder F4320329394 @default.
• W3157698387 hasLocation W31576983871 @default.
• W3157698387 hasOpenAccess W3157698387 @default.
• W3157698387 hasPrimaryLocation W31576983871 @default.
• W3157698387 hasRelatedWork W1907876594 @default.
• W3157698387 hasRelatedWork W2000122651 @default.

• next