지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
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We propose an individual identification method using a single-lead electrocardiogram signal. In this paper,lead I ECG is measured from subjects in various physical and psychological states. We performed a noise reductionfor lead I signal as a preprocessing stage and this signal is used to acquire the representative beat waveform for individualsby utilizing the ensemble average. From the P-QRS-T waves, features are extracted to identify individuals,19 using the duration and amplitude information, and 16 from the QRS complex acquired by applying Pan-Tompkinsalgorithm to the ensemble averaged waveform. To analyze the effect of each feature and to improve efficiency whilemaintaining the performance, Relief-F algorithm is used to select features from the 35 features extracted. Some orall of these 35 features were used in the support vector machine (SVM) learning and tests. The classification accuracyusing the entire feature set was 98.34%. Experimental results show that it is possible to identify a person by featuresextracted from limb lead I signal only.
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참고문헌 (25)
참고문헌 신청
A. Kaveh. / 2013 / Temporal and spectral features of single lead ECG for human identification / 2013 IEEE Workshop on : 17 ~ 21
A. Lourenco. / 2012 / ECG-based biometrics : A real time classification approach / 2012 IEEE International Workshop on : 1 ~ 6
A. Smrdel. / 2008 / An algorithm to estimate the ST segment level in 24-hour ambulatory ECG records / in Computers in Cardiology, 2008 : 701 ~ 704
C. He. / 2013 / Toward ubiquitous healthcare services with a novel efficient cloud platform / IEEE Trans Biomed Eng 60 : 230 ~ 234
G. Di Crescenzo. / 2005 / Financial Cryptography and Data Security / Springer : 240 ~ 254
A. Lourenco. / 2012 / ECG-based biometrics : A real time classification approach / 2012 IEEE International Workshop on : 1 ~ 6
A. Smrdel. / 2008 / An algorithm to estimate the ST segment level in 24-hour ambulatory ECG records / in Computers in Cardiology, 2008 : 701 ~ 704
C. He. / 2013 / Toward ubiquitous healthcare services with a novel efficient cloud platform / IEEE Trans Biomed Eng 60 : 230 ~ 234
G. Di Crescenzo. / 2005 / Financial Cryptography and Data Security / Springer : 240 ~ 254
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