LOCOMOTION
基于可穿戴惯性传感器的分层多任务学习综合步态评估
Wu P, Dong H, Ding Z, Gao T, Kong W, Liu Y, Song R, Zhang H
- 发表年份
- 2026
- 期刊
- NPJ digital medicine
摘要
本文提出了一种分层多任务学习框架，用于利用可穿戴惯性传感器进行全面的步态评估。该方法通过同时学习多个相关任务，提高了步态参数估计的准确性和鲁棒性。
关键词
gait assessmentwearable sensorsmulti-task learninghierarchical learninginertial sensors
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