"AngleFusion_dataset"
收藏DataCite Commons2025-10-19 更新2026-05-03 收录
下载链接:
https://ieee-dataport.org/documents/anglefusiondataset
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资源简介:
"This dataset provides synchronized measurements from resistive strain sensors and dual inertial measurement units (IMUs) mounted on the proximal and middle phalanges of the index finger for joint-angle estimation. Data were collected across five sessions (S11\u2013S15) under standardized flexion\u2013extension motion templates at a sampling rate of 100 Hz. Each CSV file contains aligned time-series of Euler angles (AngX, AngY, AngZ) from IMUs, strain-derived flexion angles, and ground-truth joint angles obtained from high-speed camera tracking. The dataset supports research on multimodal fusion, sensor calibration, drift\/hysteresis compensation, and real-time kinematic estimation for wearable hand-tracking systems. It was used to validate a causal temporal convolutional network (TCN) with modality-aware priors for stable, CPU-efficient inference. Researchers may use this dataset to benchmark sensor fusion, uncertainty modeling, or machine learning approaches for finger-joint angle regression and wearable rehabilitation applications."
提供机构:
IEEE DataPort
创建时间:
2025-10-19



