Matches in SemOpenAlex for { <https://semopenalex.org/work/W3047312481> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W3047312481 abstract "In recent years, people with upper extremity impairment (UEI) have been using wearable Internet of Things (wIoT) devices like head-mounted devices (HMDs) for a variety of purposes such as rehabilitation, assistive technology, and gaming. Often such wIoT devices collect and display sensitive information such as information related to medical care and rehabilitation. It is therefore crucial that HMDs can authenticate the person wearing them so that appropriate access control can be implemented for the sensitive information they manage. In this paper, we explore a new authentication approach for people with upper extremity impairment (UEI) for wIoT devices head-mounted devices (HMDs). The approach works by leveraging ballistocardiograms - representations of the cardiac rhythm - derived from an accelerometer and a gyroscope, mounted on an HMD for authentication. The derived ballistocardiograms are then fed into six participant-specific convolutional neural networks (CNNs) which act as our authentication models. Analysis of our approach shows its viability. Using data from 6 participants with UEI (and 22 able-bodied participants, for evaluation), we show that we can authenticate a participant in 4 seconds with an average equal error rate of 4.02% and 10.02%, immediately after training and ~2 months later, respectively." @default.
- W3047312481 created "2020-08-10" @default.
- W3047312481 creator A5010858357 @default.
- W3047312481 creator A5022845344 @default.
- W3047312481 creator A5030103505 @default.
- W3047312481 creator A5050615117 @default.
- W3047312481 creator A5060226086 @default.
- W3047312481 date "2020-03-01" @default.
- W3047312481 modified "2023-09-24" @default.
- W3047312481 title "A New Authentication Approach for People with Upper Extremity Impairment" @default.
- W3047312481 cites W1955619593 @default.
- W3047312481 cites W1993205114 @default.
- W3047312481 cites W2012989259 @default.
- W3047312481 cites W2088382258 @default.
- W3047312481 cites W2128777859 @default.
- W3047312481 cites W2150000966 @default.
- W3047312481 cites W2150501708 @default.
- W3047312481 cites W2161856816 @default.
- W3047312481 cites W2162768983 @default.
- W3047312481 cites W2335819971 @default.
- W3047312481 cites W2395105390 @default.
- W3047312481 cites W2509502619 @default.
- W3047312481 cites W2546006597 @default.
- W3047312481 cites W2602531037 @default.
- W3047312481 cites W2765706162 @default.
- W3047312481 cites W2766943618 @default.
- W3047312481 cites W2807959826 @default.
- W3047312481 cites W1971937064 @default.
- W3047312481 doi "https://doi.org/10.1109/percomworkshops48775.2020.9156171" @default.
- W3047312481 hasPublicationYear "2020" @default.
- W3047312481 type Work @default.
- W3047312481 sameAs 3047312481 @default.
- W3047312481 citedByCount "1" @default.
- W3047312481 countsByYear W30473124812021 @default.
- W3047312481 crossrefType "proceedings-article" @default.
- W3047312481 hasAuthorship W3047312481A5010858357 @default.
- W3047312481 hasAuthorship W3047312481A5022845344 @default.
- W3047312481 hasAuthorship W3047312481A5030103505 @default.
- W3047312481 hasAuthorship W3047312481A5050615117 @default.
- W3047312481 hasAuthorship W3047312481A5060226086 @default.
- W3047312481 hasConcept C148417208 @default.
- W3047312481 hasConcept C31258907 @default.
- W3047312481 hasConcept C38652104 @default.
- W3047312481 hasConcept C41008148 @default.
- W3047312481 hasConceptScore W3047312481C148417208 @default.
- W3047312481 hasConceptScore W3047312481C31258907 @default.
- W3047312481 hasConceptScore W3047312481C38652104 @default.
- W3047312481 hasConceptScore W3047312481C41008148 @default.
- W3047312481 hasLocation W30473124811 @default.
- W3047312481 hasOpenAccess W3047312481 @default.
- W3047312481 hasPrimaryLocation W30473124811 @default.
- W3047312481 hasRelatedWork W1490870806 @default.
- W3047312481 hasRelatedWork W1582713276 @default.
- W3047312481 hasRelatedWork W2030496847 @default.
- W3047312481 hasRelatedWork W2108715196 @default.
- W3047312481 hasRelatedWork W2130966263 @default.
- W3047312481 hasRelatedWork W2793020157 @default.
- W3047312481 hasRelatedWork W3007967230 @default.
- W3047312481 hasRelatedWork W3036266054 @default.
- W3047312481 hasRelatedWork W4313313264 @default.
- W3047312481 hasRelatedWork W2594872145 @default.
- W3047312481 isParatext "false" @default.
- W3047312481 isRetracted "false" @default.
- W3047312481 magId "3047312481" @default.
- W3047312481 workType "article" @default.