| Presentation | 2004/7/2 Construction of Wrist EMG Recognition System by Genetic Algorithm and Neural Networks Yuji MATSUMURA, Minoru FUKUMI, Norio AKAMATSU, Fumiaki TAKEDA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, a model in which information terminals including a mobile phone have a highly efficient performance by progress of IT is spreading. If such a standard is used, it will be thought that it enables us to collect operation interfaces of various apparatuses with one equipment and to perform it. However, such a device has not been provided yet. Then, in this paper, a recognition system of wrist operations is proposed by paying attention to Electro Myo Gram (EMG) which is the living body signal generated with voluntary movement of a subject. Recognition using Fast Fourier Transform (FFT) and neural networks (NN) is carried out. Furthermore, we try to construct ever high-speed and high-accurate system using genetic algorithm and simple-PCA. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | ElectroMyoGram / FFT / NN / Pattern Recognition / Simple-PCA / GA |
| Paper # | HIP2004-32 |
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| Conference Information | |
| Committee | HIP |
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| Conference Date | 2004/7/2(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Human Information Processing (HIP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Construction of Wrist EMG Recognition System by Genetic Algorithm and Neural Networks |
| Sub Title (in English) | |
| Keyword(1) | ElectroMyoGram |
| Keyword(2) | FFT |
| Keyword(3) | NN |
| Keyword(4) | Pattern Recognition |
| Keyword(5) | Simple-PCA |
| Keyword(6) | GA |
| 1st Author's Name | Yuji MATSUMURA |
| 1st Author's Affiliation | Faculty of Engineering, University of Tokushima() |
| 2nd Author's Name | Minoru FUKUMI |
| 2nd Author's Affiliation | Faculty of Engineering, University of Tokushima |
| 3rd Author's Name | Norio AKAMATSU |
| 3rd Author's Affiliation | Faculty of Engineering, University of Tokushima |
| 4th Author's Name | Fumiaki TAKEDA |
| 4th Author's Affiliation | Kochi University of Technology |
| Date | 2004/7/2 |
| Paper # | HIP2004-32 |
| Volume (vol) | vol.104 |
| Number (no) | 169 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |