Monkeys infestation prediction using intellectual environment recognition wireless network
| Project/Area Number |
24658218
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| Research Category |
Grant-in-Aid for Challenging Exploratory Research
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| Allocation Type | Multi-year Fund |
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| Research Field |
Agricultural information engineering
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| Research Institution | Shizuoka University |
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Principal Investigator |
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| Project Period (FY) |
2012-04-01 – 2015-03-31
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| Project Status |
Completed (Fiscal Year 2014)
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| Budget Amount *help |
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2014: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2013: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
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| Keywords | 知的環境認識 / ワイヤレスネットワーク / 猿検知 / 出現推定 / 出没予測 / ＷＰＡＮ / 環境認識 / 位置推定 / 知的 / 予測 / 獣害 / 猿 |
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| Outline of Final Research Achievements |
We proposed the method of predicting the infestation of monkeys on the basis of the biology of monkeys. First, we established 21 access points around a mountain to know the infestation of monkeys.
The accuracy rate of SVM method is 10% higher than the Bayes estimation method. We explained that SVM is suitable for the infestation prediction of monkeys in this method.
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Report
(4 results)
Research Products
(9 results)
