Removal of crossbar-switch interference from multi-rate beam position signals with wavelet packet transform

Abstract Electron beam position measurement of storage rings is a typical multi-channel signal acquisition system that suffers from crossbar-switch (CS) interference consisting of massive harmonics and artifacts when CS-based channel disequilibrium compensation is used. However, it is not an effective method for removing the interference from the turn-by-turn (TBT) beam position signal in CS working. In this paper, a method that combines wavelet packet transform and coefficient baseline shift techniques is proposed to remove the CS interference without distorting the actual TBT signal. This method starts with wavelet packet decomposition of the contaminated TBT signal, then wavelet coefficients are further processed by the baseline shift and finally the processed coefficients of whole subbands are reconstructed through filter banks to obtain a clean TBT signal. As a result, a clean and undistorted fast acquisition signal is obtained at a relatively slow rate through partial reconstruction without using a decimation filter and a notch filter. Results with synthetic and real TBT signals demonstrate the effectiveness of the proposed method. Moreover, the relative root mean square error and normalized correlation coefficient criteria are measured, which also show that the proposed method does not distort the actual TBT signal while removing the CS interference.

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Publication Details

Journal
Measurement Science and Technology
Published
2024-11-21
DOI
https://doi.org/10.1088/1361-6501/ad951a
Citations
1
Primary Topic
Optical Systems and Laser Technology
Type
article
Field-Weighted Citation Impact
0.21

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Removal of crossbar-switch interference from multi-rate beam position signals with wavelet packet transform

Leilei Tang, Xiaochao Ma, Baogen Sun, Anxin Wang et al.
1 citations
Measurement Science and Technology
Optical Systems and Laser Technology
0.21
article

Removal of crossbar-switch interference from multi-rate beam position signals with wavelet packet transform

Leilei Tang, Xiaochao Ma, Baogen Sun, Anxin Wang, Ruizhe Wu, Ping Lu
article en
1 citations

Abstract

Abstract Electron beam position measurement of storage rings is a typical multi-channel signal acquisition system that suffers from crossbar-switch (CS) interference consisting of massive harmonics and artifacts when CS-based channel disequilibrium compensation is used. However, it is not an effective method for removing the interference from the turn-by-turn (TBT) beam position signal in CS working. In this paper, a method that combines wavelet packet transform and coefficient baseline shift techniques is proposed to remove the CS interference without distorting the actual TBT signal. This method starts with wavelet packet decomposition of the contaminated TBT signal, then wavelet coefficients are further processed by the baseline shift and finally the processed coefficients of whole subbands are reconstructed through filter banks to obtain a clean TBT signal. As a result, a clean and undistorted fast acquisition signal is obtained at a relatively slow rate through partial reconstruction without using a decimation filter and a notch filter. Results with synthetic and real TBT signals demonstrate the effectiveness of the proposed method. Moreover, the relative root mean square error and normalized correlation coefficient criteria are measured, which also show that the proposed method does not distort the actual TBT signal while removing the CS interference.

Measurement Science and TechnologyVol. 36(1)
University of Science and Technology of China (CN), National Synchrotron Radiation Laboratory (CN)
National Natural Science Foundation of China
Industry, innovation and infrastructure
Openalex Percentile: Top 46%
Optical Systems and Laser Technology
0.21
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Removal of crossbar-switch interference from multi-rate beam position signals with wavelet packet transform — Leilei Tang, Xiaochao Ma, et al. · Measurement Science and Technology (2024) | TGRS Research Map | TGRS