| Presentation | 2002/1/17 A Study on a New Control Command Input Device for Functional Electrical Stimulation System : 2nd report : Improvement of Control Command Input Method Using Neural Network Hiroki Higa, Yoshiki Yamashiro, Ikuo Nakamura, Nozomu Hoshimiya, Yasunobu Handa, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In order to detect the head movements as a control command input device for the functional electrical stimulation (FES) system, a gyroscope was used. The angle of the head movements to be detected by the gyroscope, however, had some errors because of its frequency characteristic. This paper described that an artificial neural network was applied to the control command input device for FES system. The neural network was learned by teacher signals which were obtained by the image analysis. To evaluate the input device using the neural network, target tracking experiments were done. From the results, it was cleared its operationality was improved. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | functional electrical stimulation (FES) / control command input / gyroscope / neural network |
| Paper # | 2001-HIP-78 |
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| Committee | HIP |
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| Conference Date | 2002/1/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| 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) | A Study on a New Control Command Input Device for Functional Electrical Stimulation System : 2nd report : Improvement of Control Command Input Method Using Neural Network |
| Sub Title (in English) | |
| Keyword(1) | functional electrical stimulation (FES) |
| Keyword(2) | control command input |
| Keyword(3) | gyroscope |
| Keyword(4) | neural network |
| 1st Author's Name | Hiroki Higa |
| 1st Author's Affiliation | Faculty of Engineering, University of the Ryukyus() |
| 2nd Author's Name | Yoshiki Yamashiro |
| 2nd Author's Affiliation | Faculty of Engineering, University of the Ryukyus |
| 3rd Author's Name | Ikuo Nakamura |
| 3rd Author's Affiliation | Faculty of Engineering, University of the Ryukyus |
| 4th Author's Name | Nozomu Hoshimiya |
| 4th Author's Affiliation | Graduate School of Engineering, Tohoku University |
| 5th Author's Name | Yasunobu Handa |
| 5th Author's Affiliation | New Industry Creation Hatchery Center, Tohoku University |
| Date | 2002/1/17 |
| Paper # | 2001-HIP-78 |
| Volume (vol) | vol.101 |
| Number (no) | 594 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |