Matches in SemOpenAlex for { <https://semopenalex.org/work/W2895527108> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W2895527108 abstract "The accurate gait mode classification is the prerequisite and basis for judging movement intention and making controlling strategies of lower limb exoskeleton robot. In our research, we developed a wearable multi-sensor human gait information acquisition system. A kind of the human walking gait classification algorithm was established to collect human lower limb movement information. The algorithm could classify four walking gait modes, including standing, horizontal walking, up the stairs and down the stairs, which combined time domain and frequency domain characteristics. The acceleration and the angular acceleration signal was extracted by windowing, and the time domain feature (mean, variance, rms, max, minimum) and the frequency domain feature (the peaks of the fast Fourier transform (FFT)) were extracted from a single time window. And the SVM classifier with different kernel functions was used for classification and identification. The results showed that the four different gait modes could be distinguished by the feature extraction method combining the time domain with the frequency domain. When the window size was 300 ms, the average recognition rate of the Polynomial kernel function classifier reached to 96.956%." @default.
- W2895527108 created "2018-10-12" @default.
- W2895527108 creator A5028980881 @default.
- W2895527108 creator A5038685862 @default.
- W2895527108 creator A5042956973 @default.
- W2895527108 creator A5056982186 @default.
- W2895527108 date "2018-10-05" @default.
- W2895527108 modified "2023-09-24" @default.
- W2895527108 title "Classification Algorithm for Human Walking Gait Based on Multi-sensor Feature Fusion" @default.
- W2895527108 cites W2022960056 @default.
- W2895527108 cites W2043286593 @default.
- W2895527108 cites W2082028499 @default.
- W2895527108 cites W2105352020 @default.
- W2895527108 cites W2144910137 @default.
- W2895527108 cites W2144910141 @default.
- W2895527108 cites W2156394514 @default.
- W2895527108 cites W2171872146 @default.
- W2895527108 doi "https://doi.org/10.1007/978-3-030-00214-5_90" @default.
- W2895527108 hasPublicationYear "2018" @default.
- W2895527108 type Work @default.
- W2895527108 sameAs 2895527108 @default.
- W2895527108 citedByCount "0" @default.
- W2895527108 crossrefType "book-chapter" @default.
- W2895527108 hasAuthorship W2895527108A5028980881 @default.
- W2895527108 hasAuthorship W2895527108A5038685862 @default.
- W2895527108 hasAuthorship W2895527108A5042956973 @default.
- W2895527108 hasAuthorship W2895527108A5056982186 @default.
- W2895527108 hasConcept C103824480 @default.
- W2895527108 hasConcept C11413529 @default.
- W2895527108 hasConcept C12267149 @default.
- W2895527108 hasConcept C127413603 @default.
- W2895527108 hasConcept C147176958 @default.
- W2895527108 hasConcept C151800584 @default.
- W2895527108 hasConcept C153180895 @default.
- W2895527108 hasConcept C154945302 @default.
- W2895527108 hasConcept C19118579 @default.
- W2895527108 hasConcept C2777295749 @default.
- W2895527108 hasConcept C31972630 @default.
- W2895527108 hasConcept C41008148 @default.
- W2895527108 hasConcept C42407357 @default.
- W2895527108 hasConcept C52622490 @default.
- W2895527108 hasConcept C75172450 @default.
- W2895527108 hasConcept C86803240 @default.
- W2895527108 hasConcept C95623464 @default.
- W2895527108 hasConceptScore W2895527108C103824480 @default.
- W2895527108 hasConceptScore W2895527108C11413529 @default.
- W2895527108 hasConceptScore W2895527108C12267149 @default.
- W2895527108 hasConceptScore W2895527108C127413603 @default.
- W2895527108 hasConceptScore W2895527108C147176958 @default.
- W2895527108 hasConceptScore W2895527108C151800584 @default.
- W2895527108 hasConceptScore W2895527108C153180895 @default.
- W2895527108 hasConceptScore W2895527108C154945302 @default.
- W2895527108 hasConceptScore W2895527108C19118579 @default.
- W2895527108 hasConceptScore W2895527108C2777295749 @default.
- W2895527108 hasConceptScore W2895527108C31972630 @default.
- W2895527108 hasConceptScore W2895527108C41008148 @default.
- W2895527108 hasConceptScore W2895527108C42407357 @default.
- W2895527108 hasConceptScore W2895527108C52622490 @default.
- W2895527108 hasConceptScore W2895527108C75172450 @default.
- W2895527108 hasConceptScore W2895527108C86803240 @default.
- W2895527108 hasConceptScore W2895527108C95623464 @default.
- W2895527108 hasLocation W28955271081 @default.
- W2895527108 hasOpenAccess W2895527108 @default.
- W2895527108 hasPrimaryLocation W28955271081 @default.
- W2895527108 hasRelatedWork W1486206776 @default.
- W2895527108 hasRelatedWork W1505775920 @default.
- W2895527108 hasRelatedWork W2160451891 @default.
- W2895527108 hasRelatedWork W2742625284 @default.
- W2895527108 hasRelatedWork W2907729382 @default.
- W2895527108 hasRelatedWork W3080834263 @default.
- W2895527108 hasRelatedWork W3196966592 @default.
- W2895527108 hasRelatedWork W4226120108 @default.
- W2895527108 hasRelatedWork W4231297516 @default.
- W2895527108 hasRelatedWork W2187500075 @default.
- W2895527108 isParatext "false" @default.
- W2895527108 isRetracted "false" @default.
- W2895527108 magId "2895527108" @default.
- W2895527108 workType "book-chapter" @default.