Matches in SemOpenAlex for { <https://semopenalex.org/work/W3016543817> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W3016543817 abstract "Nowadays, high availability of optical and inertial sensors in fitness trackers and mobile phone attracts researchers attention on human activity recognition(HAR) through photo-plethysmography and inertial sensor data. It is also more suitable than camera based HAR in different circumstances. In this paper, we propose a wavelet packet transform based feature extraction technique from PPG along with accelerometer and gyroscope data to differentiate various physical activities like high and low resistance biking, running and walking. Wavelet packet transform(WPT) is applied on acquired signals and a number of statistical features and entropy feature are extracted. Random forest(RF) classifier is employed in recognition. A 5-fold cross validation is done to examine the performance and an accuracy of 97.8% is achieved which surpasses existing algorithms worked on the same dataset." @default.
- W3016543817 created "2020-04-24" @default.
- W3016543817 creator A5007632500 @default.
- W3016543817 creator A5056681858 @default.
- W3016543817 creator A5060697635 @default.
- W3016543817 creator A5074606314 @default.
- W3016543817 date "2019-12-01" @default.
- W3016543817 modified "2023-09-25" @default.
- W3016543817 title "A Machine Learning based Human Activity Recognition during Physical Exercise using Wavelet Packet Transform of PPG and Inertial Sensors data" @default.
- W3016543817 cites W1694307164 @default.
- W3016543817 cites W2005741801 @default.
- W3016543817 cites W2030134993 @default.
- W3016543817 cites W2083872334 @default.
- W3016543817 cites W2151713296 @default.
- W3016543817 cites W2563173059 @default.
- W3016543817 cites W2617755074 @default.
- W3016543817 cites W2666547004 @default.
- W3016543817 cites W2743199055 @default.
- W3016543817 doi "https://doi.org/10.1109/eict48899.2019.9068768" @default.
- W3016543817 hasPublicationYear "2019" @default.
- W3016543817 type Work @default.
- W3016543817 sameAs 3016543817 @default.
- W3016543817 citedByCount "2" @default.
- W3016543817 countsByYear W30165438172021 @default.
- W3016543817 countsByYear W30165438172022 @default.
- W3016543817 crossrefType "proceedings-article" @default.
- W3016543817 hasAuthorship W3016543817A5007632500 @default.
- W3016543817 hasAuthorship W3016543817A5056681858 @default.
- W3016543817 hasAuthorship W3016543817A5060697635 @default.
- W3016543817 hasAuthorship W3016543817A5074606314 @default.
- W3016543817 hasConcept C111919701 @default.
- W3016543817 hasConcept C121687571 @default.
- W3016543817 hasConcept C127413603 @default.
- W3016543817 hasConcept C146978453 @default.
- W3016543817 hasConcept C153180895 @default.
- W3016543817 hasConcept C154945302 @default.
- W3016543817 hasConcept C155777637 @default.
- W3016543817 hasConcept C158379750 @default.
- W3016543817 hasConcept C158488048 @default.
- W3016543817 hasConcept C169258074 @default.
- W3016543817 hasConcept C196216189 @default.
- W3016543817 hasConcept C31258907 @default.
- W3016543817 hasConcept C31972630 @default.
- W3016543817 hasConcept C41008148 @default.
- W3016543817 hasConcept C47432892 @default.
- W3016543817 hasConcept C52622490 @default.
- W3016543817 hasConcept C79061980 @default.
- W3016543817 hasConcept C89805583 @default.
- W3016543817 hasConceptScore W3016543817C111919701 @default.
- W3016543817 hasConceptScore W3016543817C121687571 @default.
- W3016543817 hasConceptScore W3016543817C127413603 @default.
- W3016543817 hasConceptScore W3016543817C146978453 @default.
- W3016543817 hasConceptScore W3016543817C153180895 @default.
- W3016543817 hasConceptScore W3016543817C154945302 @default.
- W3016543817 hasConceptScore W3016543817C155777637 @default.
- W3016543817 hasConceptScore W3016543817C158379750 @default.
- W3016543817 hasConceptScore W3016543817C158488048 @default.
- W3016543817 hasConceptScore W3016543817C169258074 @default.
- W3016543817 hasConceptScore W3016543817C196216189 @default.
- W3016543817 hasConceptScore W3016543817C31258907 @default.
- W3016543817 hasConceptScore W3016543817C31972630 @default.
- W3016543817 hasConceptScore W3016543817C41008148 @default.
- W3016543817 hasConceptScore W3016543817C47432892 @default.
- W3016543817 hasConceptScore W3016543817C52622490 @default.
- W3016543817 hasConceptScore W3016543817C79061980 @default.
- W3016543817 hasConceptScore W3016543817C89805583 @default.
- W3016543817 hasLocation W30165438171 @default.
- W3016543817 hasOpenAccess W3016543817 @default.
- W3016543817 hasPrimaryLocation W30165438171 @default.
- W3016543817 hasRelatedWork W10314087 @default.
- W3016543817 hasRelatedWork W11524489 @default.
- W3016543817 hasRelatedWork W11596501 @default.
- W3016543817 hasRelatedWork W12156430 @default.
- W3016543817 hasRelatedWork W12235189 @default.
- W3016543817 hasRelatedWork W14536956 @default.
- W3016543817 hasRelatedWork W247179 @default.
- W3016543817 hasRelatedWork W3781803 @default.
- W3016543817 hasRelatedWork W5386269 @default.
- W3016543817 hasRelatedWork W7391653 @default.
- W3016543817 isParatext "false" @default.
- W3016543817 isRetracted "false" @default.
- W3016543817 magId "3016543817" @default.
- W3016543817 workType "article" @default.