Matches in SemOpenAlex for { <https://semopenalex.org/work/W4378979290> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W4378979290 abstract "Gait recognition is one of the key technologies for exoskeleton robot control. The recognition accuracy and robustness of existing gait recognition methods cannot well meet the needs of real-time control. There is still room for improvement in fine-grained gait recognition. In this regard, this paper proposes a gait recognition method based on the MiniRocket and inertial measurement units. In this paper, a human lower limb posture information collection device is developed to collect ten kinds of gait data of human lower limbs (walking, standing, running, backing off, going upstairs, going downstairs, going uphill, going downhill, stand at ease and squat). The MiniRocket algorithm was used to build a human gait recognition model, and the effects of algorithm parameters and the size of the window and shift on the performance of gait recognition were discussed, and user-independent experiments and user-dependent experiments were carried out, respectively, and compared with four algorithms of TST, TCN, RNN and LSTM. The experimental results show that the MiniRocket algorithm has an average recognition accuracy of 94.87% and 97.67% in the user-independent experiment and the user-dependent experiment, which is better than the other four algorithms. And the effectiveness of the method in the IMUs-based human gait recognition problem is shown, which provides some implications for fine-grained gait recognition." @default.
- W4378979290 created "2023-06-02" @default.
- W4378979290 creator A5005199804 @default.
- W4378979290 creator A5027213805 @default.
- W4378979290 creator A5029636776 @default.
- W4378979290 creator A5051597671 @default.
- W4378979290 creator A5083700903 @default.
- W4378979290 creator A5084258829 @default.
- W4378979290 creator A5089046028 @default.
- W4378979290 date "2023-07-27" @default.
- W4378979290 modified "2023-09-25" @default.
- W4378979290 title "Gait Recognition Based on Minirocket with Inertial Measurement Units" @default.
- W4378979290 cites W1911839968 @default.
- W4378979290 cites W2015244452 @default.
- W4378979290 cites W2034922363 @default.
- W4378979290 cites W2038609344 @default.
- W4378979290 cites W2064675550 @default.
- W4378979290 cites W2070054839 @default.
- W4378979290 cites W2076829227 @default.
- W4378979290 cites W2102159351 @default.
- W4378979290 cites W2105352020 @default.
- W4378979290 cites W2110485445 @default.
- W4378979290 cites W2160060605 @default.
- W4378979290 cites W2314354413 @default.
- W4378979290 cites W2322772590 @default.
- W4378979290 cites W2621636141 @default.
- W4378979290 cites W2765190780 @default.
- W4378979290 cites W2765328347 @default.
- W4378979290 cites W2791820053 @default.
- W4378979290 cites W2801779985 @default.
- W4378979290 cites W2804739511 @default.
- W4378979290 cites W2964486145 @default.
- W4378979290 cites W3003912462 @default.
- W4378979290 cites W3042807565 @default.
- W4378979290 cites W3095743069 @default.
- W4378979290 cites W3214653451 @default.
- W4378979290 cites W4236113979 @default.
- W4378979290 doi "https://doi.org/10.1142/s0219843623500093" @default.
- W4378979290 hasPublicationYear "2023" @default.
- W4378979290 type Work @default.
- W4378979290 citedByCount "0" @default.
- W4378979290 crossrefType "journal-article" @default.
- W4378979290 hasAuthorship W4378979290A5005199804 @default.
- W4378979290 hasAuthorship W4378979290A5027213805 @default.
- W4378979290 hasAuthorship W4378979290A5029636776 @default.
- W4378979290 hasAuthorship W4378979290A5051597671 @default.
- W4378979290 hasAuthorship W4378979290A5083700903 @default.
- W4378979290 hasAuthorship W4378979290A5084258829 @default.
- W4378979290 hasAuthorship W4378979290A5089046028 @default.
- W4378979290 hasConcept C104317684 @default.
- W4378979290 hasConcept C121687571 @default.
- W4378979290 hasConcept C146549078 @default.
- W4378979290 hasConcept C151800584 @default.
- W4378979290 hasConcept C153180895 @default.
- W4378979290 hasConcept C154945302 @default.
- W4378979290 hasConcept C185592680 @default.
- W4378979290 hasConcept C31972630 @default.
- W4378979290 hasConcept C41008148 @default.
- W4378979290 hasConcept C44154836 @default.
- W4378979290 hasConcept C55493867 @default.
- W4378979290 hasConcept C63479239 @default.
- W4378979290 hasConcept C71924100 @default.
- W4378979290 hasConcept C79061980 @default.
- W4378979290 hasConcept C90509273 @default.
- W4378979290 hasConcept C99508421 @default.
- W4378979290 hasConceptScore W4378979290C104317684 @default.
- W4378979290 hasConceptScore W4378979290C121687571 @default.
- W4378979290 hasConceptScore W4378979290C146549078 @default.
- W4378979290 hasConceptScore W4378979290C151800584 @default.
- W4378979290 hasConceptScore W4378979290C153180895 @default.
- W4378979290 hasConceptScore W4378979290C154945302 @default.
- W4378979290 hasConceptScore W4378979290C185592680 @default.
- W4378979290 hasConceptScore W4378979290C31972630 @default.
- W4378979290 hasConceptScore W4378979290C41008148 @default.
- W4378979290 hasConceptScore W4378979290C44154836 @default.
- W4378979290 hasConceptScore W4378979290C55493867 @default.
- W4378979290 hasConceptScore W4378979290C63479239 @default.
- W4378979290 hasConceptScore W4378979290C71924100 @default.
- W4378979290 hasConceptScore W4378979290C79061980 @default.
- W4378979290 hasConceptScore W4378979290C90509273 @default.
- W4378979290 hasConceptScore W4378979290C99508421 @default.
- W4378979290 hasIssue "05" @default.
- W4378979290 hasLocation W43789792901 @default.
- W4378979290 hasOpenAccess W4378979290 @default.
- W4378979290 hasPrimaryLocation W43789792901 @default.
- W4378979290 hasRelatedWork W2035976912 @default.
- W4378979290 hasRelatedWork W2325200052 @default.
- W4378979290 hasRelatedWork W2541791370 @default.
- W4378979290 hasRelatedWork W2964896674 @default.
- W4378979290 hasRelatedWork W3003695190 @default.
- W4378979290 hasRelatedWork W3094187672 @default.
- W4378979290 hasRelatedWork W4205657394 @default.
- W4378979290 hasRelatedWork W4285265093 @default.
- W4378979290 hasRelatedWork W4315750480 @default.
- W4378979290 hasRelatedWork W4383748483 @default.
- W4378979290 hasVolume "20" @default.
- W4378979290 isParatext "false" @default.
- W4378979290 isRetracted "false" @default.
- W4378979290 workType "article" @default.