Accelerometry based classification of gait patterns using empirical mode decomposition

机译：基于经验模态分解的基于加速度计的步态模式分类

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This paper describes accelerometry based classification of walking patterns. A feature extraction technique based on empirical mode decomposition (EMD) is proposed for the classification of unsupervised walking activities from accelerometry data. The fron

机译：本文介绍了基于加速度计的步行模式分类。提出了一种基于经验模态分解（EMD）的特征提取技术，用于基于加速度计数据的无监督步行活动分类。氟利昂

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来源
《Personal, Indoor and Mobile Radio Communications,2005 IEEE 16th International Symposium on; Las Vegas,NV》||P.617-620|共4页
会议地点 Las VegasNV
作者
Ning Wang; Ambikairajah; E.; Celler; B.G.; Lovell; N.H.;
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原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Gaussian processes; accelerometers; feature extraction; gait analysis; pattern classification; Gaussian mixture model classifier; accelerometry; empirical mode decomposition; feature extraction; gait pattern classification; human gait patterns; walking patterns; Gau;

机译：高斯过程;加速度计;特征提取;步态分析;模式分类;高斯混合模型分类器;加速度计;经验模式分解;特征提取;步态模式分类;人的步态模式;步行模式; Gau;

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3. Gait Recognition for Human-Exoskeleton System in Locomotion Based on Ensemble Empirical Mode Decomposition [J] . Jing Qiu, Huxian Liu Mathematical Problems in Engineering: Theory, Methods and Applications . 2021,第a期

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4. Accelerometry based classification of gait patterns using empirical mode decomposition [C] . Ning Wang, Ambikairajah E., Celler B.G., IEEE International Conference on Acoustics, Speech and Signal Processing . 2008

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5. Classification and modeling of human activities using empirical mode decomposition with s-band and millimeter-wave micro-doppler radars [D] . Fairchild, Dustin P. 2013

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Accelerometry based classification of gait patterns using empirical mode decomposition

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