Application of the wavelet transform to sediment grain sizes analysis with an impact plate for bedload monitoring in sediment bypass tunnels
An impact plate (IP) is a bedload transport monitoring device developed for a part of the sediment bypass tunnels management. In the measurement, the impact produced by bedload is recorded as the number of impulses (I p ) which is widely used in Japan. I p , however, has several shortcomings attribu...
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Veröffentlicht in: | E3S web of conferences 2018-01, Vol.40, p.4022 |
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Hauptverfasser: | , |
Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | An impact plate (IP) is a bedload transport monitoring device developed for a part of the sediment bypass tunnels management. In the measurement, the impact produced by bedload is recorded as the number of impulses (I
p
) which is widely used in Japan. I
p
, however, has several shortcomings attributed to the insufficient raw signal denoising. In this study, the discrete wavelet transform (DWT), an advanced signal processing technique especially for noisy, non-periodical, and transient signals, was introduced to devise an improved I
p
count system solving the problems in the original signal denoising process. The presented results revealed that the DWT is useful for water noise reduction, signal overlap reduction, and mitigating I
p
saturation at grain sizes D
s
= 50 and 100 mm compared to the original I
p
counting system. |
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ISSN: | 2267-1242 2267-1242 |
DOI: | 10.1051/e3sconf/20184004022 |