| Presentation | 2012-01-20 A Study on the Effectiveness of Cepstrum Analysis using Acceleration Sensor in Walking States Classification Tomonori ITO, Satoyuki UEHARA, Hiroki KASAHARA, Masatsugu ICHINO, Hideki YOSHII, Kazuhiro TSURUMARU, Jiro KATTO, Naohisa KOMATSU, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We will apply cepstrum analysis, which is often used as a voice recognition method, to classify walking states (gait) using three dimensional acceleration sensor and examine this validity. Then we will show that cepstrum gives us better recognition and is less susceptible data than basic statistics such as average and variance against the data acquisition condition. Also we will study characteristics of spectral envelope of walking states. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | acceleration sensor / gait / pattern recognition / cepstrum analysis |
| Paper # | ICM2011-38,LOIS2011-63 |
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| Conference Information | |
| Committee | ICM |
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| Conference Date | 2012/1/12(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Paper Information | |
| Registration To | Information and Communication Management(ICM) |
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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 the Effectiveness of Cepstrum Analysis using Acceleration Sensor in Walking States Classification |
| Sub Title (in English) | |
| Keyword(1) | acceleration sensor |
| Keyword(2) | gait |
| Keyword(3) | pattern recognition |
| Keyword(4) | cepstrum analysis |
| 1st Author's Name | Tomonori ITO |
| 1st Author's Affiliation | Guraduate school of Fundamental Sience and Engineering, Waseda University() |
| 2nd Author's Name | Satoyuki UEHARA |
| 2nd Author's Affiliation | Guraduate school of Fundamental Sience and Engineering, Waseda University |
| 3rd Author's Name | Hiroki KASAHARA |
| 3rd Author's Affiliation | Guraduate school of Fundamental Sience and Engineering, Waseda University |
| 4th Author's Name | Masatsugu ICHINO |
| 4th Author's Affiliation | Department of Informatics, Graduate School of Informatics and Engineering, The University of Electro-Communications |
| 5th Author's Name | Hideki YOSHII |
| 5th Author's Affiliation | SOFTBANK TELECOM Corp. |
| 6th Author's Name | Kazuhiro TSURUMARU |
| 6th Author's Affiliation | Advanced Research Institute For Science And Engineering, Waseda University |
| 7th Author's Name | Jiro KATTO |
| 7th Author's Affiliation | Guraduate school of Fundamental Sience and Engineering, Waseda University |
| 8th Author's Name | Naohisa KOMATSU |
| 8th Author's Affiliation | Guraduate school of Fundamental Sience and Engineering, Waseda University |
| Date | 2012-01-20 |
| Paper # | ICM2011-38,LOIS2011-63 |
| Volume (vol) | vol.111 |
| Number (no) | 382 |
| Page | pp.pp.- |
| #Pages | 6 |
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