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Mehran University Research Journal of Engineering and Technology, Volume 31, No. 1, January, 2012

机译：梅赫兰大学工程与技术研究期刊，第31卷，第1期，2012年1月

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The main aim of Mehran University Research Journal of Engineering & Technology is to publish refereed, well written original research articles that describe the latest research and developments in Engineering,Science & Technology. This is a broad based journal covering all branches of engineering, science & technology.

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年度 2012
页码 1-194
总页数 194
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Engineering ; Technology ; Research projects ; Chemical engineering ; Ceramic materials ; Cements ; Grid computing ; Iron ores ; Water supply ; Nuclear power plant ; Silica ; Businesses ; Developing countries;

机译：工程;技术;研究项目;化学工程;陶瓷材料;水泥;网格计算;铁矿石;供水;核电站;二氧化硅;企业;发展中国家;

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7. EEG Signal Discrimination using Non-linear Dynamics in the EMD Domain S. M. Shafiul Alam,S. M. Shafiul Alam,Aurangozeb, and Syed TarekShahriar Abstract—An EMD-chaos based approach is proposed todiscriminate EEG signals corresponding to healthy persons,and epileptic patients during seizure-free intervals and seizureattacks. An electroencephalogram (EEG) is first empiricallydecomposed to intrinsic mode functions (IMFs). The nonlineardynamics of these IMFs are quantified in terms of the largestLyapunov exponent (LLE) and correlation dimension (CD).This chaotic analysis in EMD domain is applied to a large groupof EEG signals corresponding to healthy persons as well asepileptic patients (both with and without seizure attacks). It isshown that the values of the obtained LLE and CD exhibitfeatures by which EEG for seizure attacks can be clearlydistinguished from other EEG signals in the EMD domain.Thus, the proposed approach may aid researchers in developingeffective techniques to predict seizure activities. Index Terms—Electroencephalogram (EEG), empiricalmode decomposition (EMD), largest Lyapunov exponent (LLE),correlation dimension (CD), epileptic seizures. The Authors are with the Electrical and Electronic EngineeringDepartment, Bangladesh University of Engineering and Technology,Dhaka-1000, Bangladesh (e-mail: imamul@eee.buet.ac.bd) PDF Cite: S. M. Shafiul Alam,S. M. Shafiul Alam,Aurangozeb, and Syed Tarek Shahriar, "EEG Signal Discrimination using Non-linear Dynamics in the EMD Domain," International Journal of Computer and Electrical Engineering vol. 4, no. 3, pp. 326-330, 2012. PREVIOUS PAPER Perception of Emotions Using Constructive Learningthrough Speech NEXT PAPER Physical Layer Impairments Aware OVPN Connection Selection Mechanisms Copyright © 2008-2013. International Association of Computer Science and Information Technology Press (IACSIT Press) [O] . S. M. Shafiul Alam, Syed TarekShahriar 2012

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8. Mehran University Research Journal of Engineering and Technology, Volume 26, No. 1, January 2008 [R] . 2008

机译：mehran University Engineering Engineering of Engineering and Technology，Volume 26，No。1，2008年1月

Mehran University Research Journal of Engineering and Technology, Volume 31, No. 1, January, 2012

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