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Human Gait Analysis using Wearable Sensors

für 53.10€ kaufen ··· 9783846555545 ··· 1036189073 ···
Biometrics is concerned with measurement and analysis of a universal, unique and measurable physiological or behavioural characteristic. Biometric data is taken from individuals, extracting feature sets from the data and comparing it with the enrolment set in a database. Existing analyses techniques using wearable sensors are applied to gait analyses in children for biometric gait recognition. The performance degradation for children walking compared to adult walking is approximately 100%. A 6.21% Equal Error Rate (EER) for adult gait recognition was reached compared to 12.69% for children. Carrying an object showed that the performance actually improved compared to normal walking. However, faster walking was unstable resulting in a higher Equal Error Rate (EER). Age and gender differences showed significant variations in EER values. A coupled approach of statistical time-domain and frequency domain methods was employed to match biometric gait signals. Using root mean squared, crest-factor and kurtosis obtained similar matches in gait signals of children for the ages of 5-16 than for the traditional methods.
Hersteller: LAP Lambert Academic Publishing
Marke: LAP Lambert Academic Publishing
EAN: 9783846555545
Kat: Hardcover/Naturwissenschaften, Medizin, Informatik, Technik/Mathematik/Analysis
Lieferzeit: Sofort lieferbar
Versandkosten: Ab 20¤ Versandkostenfrei in Deutschland
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5: Ab 20¤ Versandkostenfrei in Deutschland
6: LAP Lambert Academic Publishing
7: Human Gait Analysis using Wearable Sensors
:::: Hardcover/Naturwissenschaften, Medizin, Informatik, Technik/Mathematik/Analysis
···· Rheinberg-Buch.de - Bücher, eBooks, DVD & Blu-ray
···· aufgenommen: 30.07.2020 · 11:13:56
···· & überprüft: 13.11.2020 · 02:12:19
: Analysis : Wearable : Sensors :

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