2019 · 25 citations · 40 references
EducationDesignAssistive TechnologyNonverbal CommunicationSensory EvaluationLetter RecognitionReadingSensory CodingText EncodingWord RecognitionAlphabet Recognition AccuracyCutaneous Sensory EncodingLetter DiscriminationLetter Recognition AssessmentLetter String ProcessingPerceptionUser Study EvaluationWord Recognition Accuracy
This paper proposes methods of optimising alphabet encoding for skin reading in order to avoid perception errors. First, a user study with 16 participants using two body locations serves to identify issues in recognition of both individual letters and words. To avoid such issues, a two-step optimisation method of the symbol encoding is proposed and validated in a second user study with eight participants using the optimised encoding with a seven vibromotor wearable layout on the back of the hand. The results show significant improvements in the recognition accuracy of letters (97%) and words (97%) when compared to the non-optimised encoding.
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