Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386996722> ?p ?o ?g. }
Showing items 1 to 69 of
69
with 100 items per page.
- W4386996722 abstract "Gesture recognition is a pivotal technology in the realm of intelligent education, and millimeter-wave (mmWave) signals possess advantages such as high resolution and strong penetration capability. This paper introduces a highly accurate and robust gesture recognition method using mmWave radar. The method involves capturing the raw signals of hand movements with the mmWave radar module and preprocessing the received radar signals, including Fourier transformation, distance compression, Doppler processing, and noise reduction through moving target indication (MTI). The preprocessed signals are then fed into the Convolutional Neural Network-Time Domain Convolutional Network (CNN-TCN) model to extract spatio-temporal features, with recognition performance evaluated through classification. Experimental results demonstrate that this method achieves an accuracy rate of 98.2% in domain-specific recognition and maintains a consistently high recognition rate across different neural networks, showcasing exceptional recognition performance and robustness" @default.
- W4386996722 created "2023-09-25" @default.
- W4386996722 creator A5022825036 @default.
- W4386996722 creator A5051941824 @default.
- W4386996722 creator A5068651664 @default.
- W4386996722 date "2023-09-16" @default.
- W4386996722 modified "2023-09-30" @default.
- W4386996722 title "Gesture Recognition in Millimeter-Wave Radar based on Spatio-Temporal Feature Sequences" @default.
- W4386996722 doi "https://doi.org/10.5121/csit.2023.131610" @default.
- W4386996722 hasPublicationYear "2023" @default.
- W4386996722 type Work @default.
- W4386996722 citedByCount "0" @default.
- W4386996722 crossrefType "proceedings-article" @default.
- W4386996722 hasAuthorship W4386996722A5022825036 @default.
- W4386996722 hasAuthorship W4386996722A5051941824 @default.
- W4386996722 hasAuthorship W4386996722A5068651664 @default.
- W4386996722 hasBestOaLocation W43869967221 @default.
- W4386996722 hasConcept C104317684 @default.
- W4386996722 hasConcept C117623542 @default.
- W4386996722 hasConcept C153180895 @default.
- W4386996722 hasConcept C154945302 @default.
- W4386996722 hasConcept C159437735 @default.
- W4386996722 hasConcept C185592680 @default.
- W4386996722 hasConcept C207347870 @default.
- W4386996722 hasConcept C31972630 @default.
- W4386996722 hasConcept C34736171 @default.
- W4386996722 hasConcept C41008148 @default.
- W4386996722 hasConcept C45764600 @default.
- W4386996722 hasConcept C52622490 @default.
- W4386996722 hasConcept C554190296 @default.
- W4386996722 hasConcept C55493867 @default.
- W4386996722 hasConcept C63479239 @default.
- W4386996722 hasConcept C76155785 @default.
- W4386996722 hasConcept C81363708 @default.
- W4386996722 hasConcept C87360688 @default.
- W4386996722 hasConceptScore W4386996722C104317684 @default.
- W4386996722 hasConceptScore W4386996722C117623542 @default.
- W4386996722 hasConceptScore W4386996722C153180895 @default.
- W4386996722 hasConceptScore W4386996722C154945302 @default.
- W4386996722 hasConceptScore W4386996722C159437735 @default.
- W4386996722 hasConceptScore W4386996722C185592680 @default.
- W4386996722 hasConceptScore W4386996722C207347870 @default.
- W4386996722 hasConceptScore W4386996722C31972630 @default.
- W4386996722 hasConceptScore W4386996722C34736171 @default.
- W4386996722 hasConceptScore W4386996722C41008148 @default.
- W4386996722 hasConceptScore W4386996722C45764600 @default.
- W4386996722 hasConceptScore W4386996722C52622490 @default.
- W4386996722 hasConceptScore W4386996722C554190296 @default.
- W4386996722 hasConceptScore W4386996722C55493867 @default.
- W4386996722 hasConceptScore W4386996722C63479239 @default.
- W4386996722 hasConceptScore W4386996722C76155785 @default.
- W4386996722 hasConceptScore W4386996722C81363708 @default.
- W4386996722 hasConceptScore W4386996722C87360688 @default.
- W4386996722 hasLocation W43869967221 @default.
- W4386996722 hasOpenAccess W4386996722 @default.
- W4386996722 hasPrimaryLocation W43869967221 @default.
- W4386996722 hasRelatedWork W1964120219 @default.
- W4386996722 hasRelatedWork W2126100045 @default.
- W4386996722 hasRelatedWork W2385132419 @default.
- W4386996722 hasRelatedWork W2391959412 @default.
- W4386996722 hasRelatedWork W2541791370 @default.
- W4386996722 hasRelatedWork W2901620918 @default.
- W4386996722 hasRelatedWork W2903018492 @default.
- W4386996722 hasRelatedWork W4213413183 @default.
- W4386996722 hasRelatedWork W4214935799 @default.
- W4386996722 hasRelatedWork W4226296011 @default.
- W4386996722 isParatext "false" @default.
- W4386996722 isRetracted "false" @default.
- W4386996722 workType "article" @default.