Matches in SemOpenAlex for { <https://semopenalex.org/work/W3212790807> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W3212790807 abstract "Having enough sleep is essential to health. Tracking a person's sleeping pattern using an assistive device is beneficial in improving their sleeping habits and getting a good quality sleep. The study created a device that monitors the sleep stages using a pulse oximeter and accelerometer. The subjects were put to sleep with the prototype placed on the wrist. Heart rate and acceleration rate signals for 90 to 120 minutes were acquired using the two sensors. Data were collected and analyzed using Fast Fourier Transform for feature extraction. Support Vector Machine was used to classify the sleep stages, namely, Non-Rapid Eye Movement (N1, N2 and N3) and Rapid Eye Movement (REM). Promising results in detecting sleep stages were obtained and validation was performed using a commercial device. The accuracy rate in classifying the N1 stage for all respondents is 91.92%, for N2 stage it is 95.19%, for N3 stage it is 96.06% while for REM stage it is 91.57%." @default.
- W3212790807 created "2021-11-22" @default.
- W3212790807 creator A5012276685 @default.
- W3212790807 creator A5021930930 @default.
- W3212790807 creator A5051793671 @default.
- W3212790807 date "2021-09-15" @default.
- W3212790807 modified "2023-09-27" @default.
- W3212790807 title "Machine Learning Based Sleep Phase Monitoring using Pulse Oximeter and Accelerometer" @default.
- W3212790807 cites W1508721768 @default.
- W3212790807 cites W2228366811 @default.
- W3212790807 cites W2266022344 @default.
- W3212790807 cites W2396951905 @default.
- W3212790807 cites W2584016859 @default.
- W3212790807 cites W2607506814 @default.
- W3212790807 cites W2897351039 @default.
- W3212790807 cites W2899905579 @default.
- W3212790807 cites W3042279137 @default.
- W3212790807 cites W3152633770 @default.
- W3212790807 cites W792624755 @default.
- W3212790807 doi "https://doi.org/10.1109/elticom53303.2021.9590128" @default.
- W3212790807 hasPublicationYear "2021" @default.
- W3212790807 type Work @default.
- W3212790807 sameAs 3212790807 @default.
- W3212790807 citedByCount "0" @default.
- W3212790807 crossrefType "proceedings-article" @default.
- W3212790807 hasAuthorship W3212790807A5012276685 @default.
- W3212790807 hasAuthorship W3212790807A5021930930 @default.
- W3212790807 hasAuthorship W3212790807A5051793671 @default.
- W3212790807 hasConcept C111919701 @default.
- W3212790807 hasConcept C117896860 @default.
- W3212790807 hasConcept C118552586 @default.
- W3212790807 hasConcept C121332964 @default.
- W3212790807 hasConcept C12267149 @default.
- W3212790807 hasConcept C126322002 @default.
- W3212790807 hasConcept C136229726 @default.
- W3212790807 hasConcept C153050134 @default.
- W3212790807 hasConcept C153180895 @default.
- W3212790807 hasConcept C154945302 @default.
- W3212790807 hasConcept C2775841894 @default.
- W3212790807 hasConcept C2777953023 @default.
- W3212790807 hasConcept C2778205975 @default.
- W3212790807 hasConcept C2779213384 @default.
- W3212790807 hasConcept C2780167933 @default.
- W3212790807 hasConcept C2910364982 @default.
- W3212790807 hasConcept C2988351347 @default.
- W3212790807 hasConcept C41008148 @default.
- W3212790807 hasConcept C522805319 @default.
- W3212790807 hasConcept C52622490 @default.
- W3212790807 hasConcept C71924100 @default.
- W3212790807 hasConcept C74650414 @default.
- W3212790807 hasConcept C76155785 @default.
- W3212790807 hasConcept C84393581 @default.
- W3212790807 hasConcept C89805583 @default.
- W3212790807 hasConcept C94915269 @default.
- W3212790807 hasConceptScore W3212790807C111919701 @default.
- W3212790807 hasConceptScore W3212790807C117896860 @default.
- W3212790807 hasConceptScore W3212790807C118552586 @default.
- W3212790807 hasConceptScore W3212790807C121332964 @default.
- W3212790807 hasConceptScore W3212790807C12267149 @default.
- W3212790807 hasConceptScore W3212790807C126322002 @default.
- W3212790807 hasConceptScore W3212790807C136229726 @default.
- W3212790807 hasConceptScore W3212790807C153050134 @default.
- W3212790807 hasConceptScore W3212790807C153180895 @default.
- W3212790807 hasConceptScore W3212790807C154945302 @default.
- W3212790807 hasConceptScore W3212790807C2775841894 @default.
- W3212790807 hasConceptScore W3212790807C2777953023 @default.
- W3212790807 hasConceptScore W3212790807C2778205975 @default.
- W3212790807 hasConceptScore W3212790807C2779213384 @default.
- W3212790807 hasConceptScore W3212790807C2780167933 @default.
- W3212790807 hasConceptScore W3212790807C2910364982 @default.
- W3212790807 hasConceptScore W3212790807C2988351347 @default.
- W3212790807 hasConceptScore W3212790807C41008148 @default.
- W3212790807 hasConceptScore W3212790807C522805319 @default.
- W3212790807 hasConceptScore W3212790807C52622490 @default.
- W3212790807 hasConceptScore W3212790807C71924100 @default.
- W3212790807 hasConceptScore W3212790807C74650414 @default.
- W3212790807 hasConceptScore W3212790807C76155785 @default.
- W3212790807 hasConceptScore W3212790807C84393581 @default.
- W3212790807 hasConceptScore W3212790807C89805583 @default.
- W3212790807 hasConceptScore W3212790807C94915269 @default.
- W3212790807 hasLocation W32127908071 @default.
- W3212790807 hasOpenAccess W3212790807 @default.
- W3212790807 hasPrimaryLocation W32127908071 @default.
- W3212790807 hasRelatedWork W1000462 @default.
- W3212790807 hasRelatedWork W13423774 @default.
- W3212790807 hasRelatedWork W247179 @default.
- W3212790807 hasRelatedWork W2582698 @default.
- W3212790807 hasRelatedWork W2583009 @default.
- W3212790807 hasRelatedWork W445403 @default.
- W3212790807 hasRelatedWork W5319273 @default.
- W3212790807 hasRelatedWork W7296353 @default.
- W3212790807 hasRelatedWork W8261557 @default.
- W3212790807 hasRelatedWork W9958333 @default.
- W3212790807 isParatext "false" @default.
- W3212790807 isRetracted "false" @default.
- W3212790807 magId "3212790807" @default.
- W3212790807 workType "article" @default.