"LDV dataset Ensemble Learning Based Effective Signal Processing for High Precision Laser Doppler Velocimetry"
收藏DataCite Commons2025-09-22 更新2026-05-03 收录
下载链接：
https://ieee-dataport.org/documents/ldv-dataset-ensemble-learning-based-effective-signal-processing-high-precision-laser
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资源简介：
"This dataset contains Laser Doppler Velocimetry (LDV) signals collected under various experimental conditions for the purpose of high-precision flow velocity measurement. Each sample includes raw Doppler waveforms alongside extracted time-frequency and wavelet features. The dataset is designed to support the development and evaluation of signal preprocessing and classification methods, particularly in the presence of noise. Labels are provided to distinguish valid signals from degraded ones, enabling supervised learning approaches. The dataset was used to train and validate an ensemble learning-based signal preprocessing framework, which demonstrated improved accuracy compared to traditional methods."
提供机构：
IEEE DataPort
创建时间：
2025-09-22
