Lower Limb Activity Recognition Based on sEMG Using Stacked Weighted Random Forest

The existing surface electromyography-based pattern recognition system (sEMG-PRS) exhibits limited generalizability in practical applications. In this paper, we propose a stacked weighted random forest (SWRF) algorithm to enhance the long-term usability and user adaptability of sEMG-PRS. First, the...

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Main Authors: Cheng Shen (Author), Zhongcai Pei (Author), Weihai Chen (Author), Jianhua Wang (Author), Xingming Wu (Author), Jianer Chen (Author)
Format: Book
Published: IEEE, 2024-01-01T00:00:00Z.
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