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Updated: Jun 18, 2026

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使用嵌入式机器学习进行步行步伐长度估计

Joeri R Verbiest1,2, Bruno Bonnechère2,3, Wim Saeys4

  • 1Department of Sciences and Technology, Karel de Grote (KdG) University of Applied Sciences and Arts, 2660 Antwerp, Belgium.

Sensors (Basel, Switzerland)
|August 26, 2023
PubMed
概括

这项研究开发了嵌入式机器学习模型,用于估计微控制器上的步伐步伐长度. int8模型以最小的内存实现了高精度,从而实现了设备上的步态分析.

关键词:
在IMU,IMU是IMU.这是一个MCU.嵌入式机器学习 嵌入式机器学习步态分析 步态分析步行方式 步伐长度 步伐长度医疗保健 医疗保健 医疗保健 医疗保健惯性测量单位是一种惯性测量单位.机器学习是机器学习.微控制器上的微控制器神经网络的神经网络的神经网络这是一个回归回归的回归.tiny tinyMLML微小的MLML是什么意思可以穿戴的传感器.

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相关概念视频

Machines: Problem Solving I01:22

Machines: Problem Solving I

A toggle clamp is a mechanical device commonly used for holding and clamping objects in various applications, such as woodworking, metalworking, and assembly operations. Consider a toggle clamp subjected to a force of 200 N at the handle. The vertical clamping force can be calculated, provided the dimensions of the toggle clamp are known.
The toggle clamp system is a machine structure consisting of movable, pin-connected multi-force members that form a stabilized system to transmit forces. The...
Machines: Problem Solving II01:30

Machines: Problem Solving II

Machines are complex structures consisting of movable, pin-connected multi-force members that work together to transmit forces. Consider a lifting tong carrying a 100 kg load. It comprises movable sections DAF and CBG linked together with member AB.