APLICATION OFWAVE PACKET TRANSFORM FOR FORECASTING TOTAL SUSPENDED SOLID
By using the fundamental theorem of finite Abelian group, we will study the transformation of wave packets over finite Abelian group. The transformation will be studied as an expansion of wave packet tranformation over cyclic group. Fundamental theorem of finite Abelian group will be used to defi...
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| 主要作者: | |
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| 格式: | Theses |
| 語言: | Indonesia |
| 在線閱讀: | https://digilib.itb.ac.id/gdl/view/52175 |
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| 機構: | Institut Teknologi Bandung |
| 語言: | Indonesia |
| 總結: | By using the fundamental theorem of finite Abelian group, we will study the transformation
of wave packets over finite Abelian group. The transformation will be
studied as an expansion of wave packet tranformation over cyclic group. Fundamental
theorem of finite Abelian group will be used to define the operators of
dilation, translation, and modulation so that wave packet transformation over finite
Abelian group can be well defined. By considering wavelets as a special form of
wave packet transformation, we will study the application of wave packet transformation
for predict Total Suspended Solid (TSS). We use wavelet ARMA for the
prediction. Wavelets will be used to decompose data and ARMA as a time series
model will be used to find patterns from the decomposed data components. The
model will be applied to TSS data in the Cikapundung River from 2017 to 2018. |
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