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基于深度学习与柔性踝足外骨骼IMU数据的脑瘫儿童步态相位识别
本综述系统阐述了基于柔性踝足外骨骼(FAEXO)集成惯性测量单元(IMU)与足底压力传感系统,结合堆栈去噪自编码器(SDA)与长短期记忆网络(LSTM)的融合深度学习框架(SDA-LSTM),在脑瘫(CP)儿童自然行走环境中实现高精度(97.83%)、强鲁棒性(SNR=10dB时仍 ...
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