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Paper Abstract and Keywords
Presentation 2015-12-18 08:45
Prediction of Behavior Modification from the EMG Signals based on Time Frequency Analysis
Masaki Watanabe, Masahiro Migita, Masashi Toda (Kumamoto Univ.), Kazuaki Kondo (Kyoto Univ.), Shigeru Sakurazawa (Future Univ.), Junichi Akita (Kanazawa Univ.), Yuichi Nakamura (Kyoto Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) In Recent years, the research of estimation for user's cognitive states is area of active research. We focus on the research of estimating user's cognitive states on grasping behavior for recognizing user's feelings. Then, our purpose is applying EMG signals to estimation method of user's cognitive states. In this paper, we introduce the method for a myoelectric forearm prosthesis to predict cognitive states from EMG. The method represents how a controller in a prosthesis. It was called “Petal structure”. A Petal structure is made from EMG signals, wavelet transform and reduction of dimension. A Petal structure can determine unstable action setting outliers. In future works, we have to measure EMG signals and do experiment.
Keyword (in Japanese) (See Japanese page) 
(in English) EMG / Time Frequency Analysis / Petal Structure / Cognitive States / / / /  
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Conference Information
Committee HCGSYMPO  
Conference Date 2015-12-16 - 2015-12-18 
Place (in Japanese) (See Japanese page) 
Place (in English) Toyama International Conference Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Human communication, etc. 
Paper Information
Registration To HCGSYMPO 
Conference Code 2015-12-HCGSYMPO 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Prediction of Behavior Modification from the EMG Signals based on Time Frequency Analysis 
Sub Title (in English)  
Keyword(1) EMG  
Keyword(2) Time Frequency Analysis  
Keyword(3) Petal Structure  
Keyword(4) Cognitive States  
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1st Author's Name Masaki Watanabe  
1st Author's Affiliation Kumamoto University (Kumamoto Univ.)
2nd Author's Name Masahiro Migita  
2nd Author's Affiliation Kumamoto University (Kumamoto Univ.)
3rd Author's Name Masashi Toda  
3rd Author's Affiliation Kumamoto University (Kumamoto Univ.)
4th Author's Name Kazuaki Kondo  
4th Author's Affiliation Kyoto University (Kyoto Univ.)
5th Author's Name Shigeru Sakurazawa  
5th Author's Affiliation Future University Hakodate (Future Univ.)
6th Author's Name Junichi Akita  
6th Author's Affiliation Kanazawa University (Kanazawa Univ.)
7th Author's Name Yuichi Nakamura  
7th Author's Affiliation Kyoto University (Kyoto Univ.)
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Speaker Author-1 
Date Time 2015-12-18 08:45:00 
Presentation Time 25 minutes 
Registration for HCGSYMPO 
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