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一个振动传感器,使用六轴IMU和优化的束结构来监测活动
1Group of Sensors and Actuators, Department of Electrical Engineering and Applied Sciences, Westphalian University of Applied Sciences, 45897 Gelsenkirchen, Germany.
Sensors (Basel, Switzerland)
|October 14, 2023
概括
这项研究引入了一种使用光束结构和六轴惯性测量单元 (IMU) 的新型传感器,用于通过结构振动加强活动监测. 该设备放大振动,并采用传感器融合算法来减少噪音,提高测量精度.
科学领域:
- 物理 物理学 物理
- 工程 工程师 工程师 工程师
- 生物医学工程 生物医学工程
背景情况:
- 使用结构振动监控活动是有希望的,但受到传感器限制的挑战.
- 多轴惯性测量单元 (IMU) 提供高采样率和小尺寸,但受到内在噪声的影响.
研究的目的:
- 开发一种用于测量小振动的新型传感器,使用联合束结构和IMU.
- 为了提高基于振动的活动监控的灵敏度和降低噪音.
主要方法:
- 使用有限元法 (FEM) 集成到PCB中的梁结构设计和优化,以最大限度地提高振动振幅.
- 开发了一种新的传感器融合算法,以适应性地将加速度计和陀螺仪数据结合在波形域中.
- 与光束结构集成了一个单一的六轴IMU,以测量同时翻译和旋转.
主要成果:
- 与直接安装的IMU相比,拟议的传感器实现了6.2倍高的振动幅度.
- 由于光束结构,信号能量增加了480%.
- 传感器融合算法通过103赫兹的数据融合减少了5.6%的噪音.
结论:
- 这种新型传感器显著提高了对活动监测的振动测量灵敏度.
- 集成的光束结构和传感器融合算法有效地减轻了IMU内在噪声.
- 这种方法为准确和敏感的非侵入性活动监测提供了有希望的解决方案.
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