Matches in SemOpenAlex for { <https://semopenalex.org/work/W2911389531> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W2911389531 abstract "Gait is a person's natural walking style and a complex biological process that is unique to each person. Recently, the channel state information (CSI) of WiFi devices have been exploited to capture human gait biometrics for user identification. However, the performance of existing CSI-based gait identification systems is far from satisfactory. They can only achieve limited identification accuracy (maximum $93%$) only for a very small group of people (i.e., between 2 to 10). To address such challenge, an end-to-end deep CSI learning system is developed, which exploits deep neural networks to automatically learn the salient gait features in CSI data that are discriminative enough to distinguish different people Firstly, the raw CSI data are sanitized through window-based denoising, mean centering and normalization. The sanitized data is then passed to a residual deep convolutional neural network (DCNN), which automatically extracts the hierarchical features of gait-signatures embedded in the CSI data. Finally, a softmax classifier utilizes the extracted features to make the final prediction about the identity of the user. In a typical indoor environment, a top-1 accuracy of $97.12 pm 1.13%$ is achieved for a dataset of 30 people." @default.
- W2911389531 created "2019-02-21" @default.
- W2911389531 creator A5026520386 @default.
- W2911389531 creator A5038149823 @default.
- W2911389531 creator A5040899817 @default.
- W2911389531 creator A5043653840 @default.
- W2911389531 creator A5046948967 @default.
- W2911389531 date "2019-02-06" @default.
- W2911389531 modified "2023-09-28" @default.
- W2911389531 title "Deep CSI Learning for Gait Biometric Sensing and Recognition." @default.
- W2911389531 cites W1507712797 @default.
- W2911389531 cites W1586133453 @default.
- W2911389531 cites W1686810756 @default.
- W2911389531 cites W1990717412 @default.
- W2911389531 cites W1991406901 @default.
- W2911389531 cites W2089695767 @default.
- W2911389531 cites W2345136132 @default.
- W2911389531 cites W2510090379 @default.
- W2911389531 cites W2510977315 @default.
- W2911389531 cites W2517331439 @default.
- W2911389531 cites W2554023393 @default.
- W2911389531 cites W2907300063 @default.
- W2911389531 cites W2919115771 @default.
- W2911389531 cites W2949650786 @default.
- W2911389531 hasPublicationYear "2019" @default.
- W2911389531 type Work @default.
- W2911389531 sameAs 2911389531 @default.
- W2911389531 citedByCount "0" @default.
- W2911389531 crossrefType "posted-content" @default.
- W2911389531 hasAuthorship W2911389531A5026520386 @default.
- W2911389531 hasAuthorship W2911389531A5038149823 @default.
- W2911389531 hasAuthorship W2911389531A5040899817 @default.
- W2911389531 hasAuthorship W2911389531A5043653840 @default.
- W2911389531 hasAuthorship W2911389531A5046948967 @default.
- W2911389531 hasConcept C108583219 @default.
- W2911389531 hasConcept C136886441 @default.
- W2911389531 hasConcept C144024400 @default.
- W2911389531 hasConcept C148063708 @default.
- W2911389531 hasConcept C151800584 @default.
- W2911389531 hasConcept C153180895 @default.
- W2911389531 hasConcept C154945302 @default.
- W2911389531 hasConcept C184297639 @default.
- W2911389531 hasConcept C188441871 @default.
- W2911389531 hasConcept C19165224 @default.
- W2911389531 hasConcept C41008148 @default.
- W2911389531 hasConcept C42407357 @default.
- W2911389531 hasConcept C555944384 @default.
- W2911389531 hasConcept C76155785 @default.
- W2911389531 hasConcept C81363708 @default.
- W2911389531 hasConcept C86803240 @default.
- W2911389531 hasConcept C95623464 @default.
- W2911389531 hasConcept C97931131 @default.
- W2911389531 hasConceptScore W2911389531C108583219 @default.
- W2911389531 hasConceptScore W2911389531C136886441 @default.
- W2911389531 hasConceptScore W2911389531C144024400 @default.
- W2911389531 hasConceptScore W2911389531C148063708 @default.
- W2911389531 hasConceptScore W2911389531C151800584 @default.
- W2911389531 hasConceptScore W2911389531C153180895 @default.
- W2911389531 hasConceptScore W2911389531C154945302 @default.
- W2911389531 hasConceptScore W2911389531C184297639 @default.
- W2911389531 hasConceptScore W2911389531C188441871 @default.
- W2911389531 hasConceptScore W2911389531C19165224 @default.
- W2911389531 hasConceptScore W2911389531C41008148 @default.
- W2911389531 hasConceptScore W2911389531C42407357 @default.
- W2911389531 hasConceptScore W2911389531C555944384 @default.
- W2911389531 hasConceptScore W2911389531C76155785 @default.
- W2911389531 hasConceptScore W2911389531C81363708 @default.
- W2911389531 hasConceptScore W2911389531C86803240 @default.
- W2911389531 hasConceptScore W2911389531C95623464 @default.
- W2911389531 hasConceptScore W2911389531C97931131 @default.
- W2911389531 hasLocation W29113895311 @default.
- W2911389531 hasOpenAccess W2911389531 @default.
- W2911389531 hasPrimaryLocation W29113895311 @default.
- W2911389531 hasRelatedWork W2402281417 @default.
- W2911389531 hasRelatedWork W2534567098 @default.
- W2911389531 hasRelatedWork W2806979213 @default.
- W2911389531 hasRelatedWork W2905126985 @default.
- W2911389531 hasRelatedWork W2943942321 @default.
- W2911389531 hasRelatedWork W2962954310 @default.
- W2911389531 hasRelatedWork W2981379213 @default.
- W2911389531 hasRelatedWork W2981482178 @default.
- W2911389531 hasRelatedWork W2997604005 @default.
- W2911389531 hasRelatedWork W3014941347 @default.
- W2911389531 hasRelatedWork W3042588155 @default.
- W2911389531 hasRelatedWork W3047741592 @default.
- W2911389531 hasRelatedWork W3069533333 @default.
- W2911389531 hasRelatedWork W3097728828 @default.
- W2911389531 hasRelatedWork W3120244865 @default.
- W2911389531 hasRelatedWork W3120465862 @default.
- W2911389531 hasRelatedWork W3137888035 @default.
- W2911389531 hasRelatedWork W3156950301 @default.
- W2911389531 hasRelatedWork W3176515667 @default.
- W2911389531 hasRelatedWork W3196106775 @default.
- W2911389531 isParatext "false" @default.
- W2911389531 isRetracted "false" @default.
- W2911389531 magId "2911389531" @default.
- W2911389531 workType "article" @default.