| Autor: |
Fang Tan, Yu Xiang Yang, Xin Jun Zhou, Lin Tao Lü |
| Rok vydání: |
2013 |
| Předmět: |
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| Zdroj: |
Applied Mechanics and Materials. :1576-1579 |
| ISSN: |
1662-7482 |
| DOI: |
10.4028/www.scientific.net/amm.325-326.1576 |
| Popis: |
Based on the palm bio-impedance spectroscopy (BIS) features, this paper suggests a kind of feature extraction algorithm suitable for the palm BIS. The palm BIS under the multi-frequency is measured , a wavelet transform with the characteristics of multi-resolution analysis is selected; each set of palm BIS data is discomposed ; the feature subset of wavelet coefficients with the different dimensions is extracted ;and then the support vector machine is used to carry out the matching judgment . The testing results indicate that the correct rate of the palm BIS feature extraction algorithm based on the wavelet transform is 91%, and its error rate is 9% ,whereby testifying that this algorithm is of an excellent robustness. |
| Databáze: |
OpenAIRE |
| Externí odkaz: |
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