Hewa Balisane

(Author)

Human Gait Analysis using Wearable SensorsPaperback, 6 January 2012

Human Gait Analysis using Wearable Sensors
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Print Length
156 pages
Language
English
Publisher
LAP Lambert Academic Publishing
Date Published
6 Jan 2012
ISBN-10
3846555541
ISBN-13
9783846555545

Description

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.

Product Details

Authors:
Hewa BalisaneWaqar AhmedPeter Twigg
Book Format:
Paperback
Country of Origin:
US
Date Published:
6 January 2012
Dimensions:
22.86 x 15.24 x 0.91 cm
ISBN-10:
3846555541
ISBN-13:
9783846555545
Language:
English
Location:
Saarbrucken
Pages:
156
Weight:
235.87 gm

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