Ozmen Goktug C, Safaei Mohsen, Lan Lan, Inan Omer T
School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA 30332.
Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA 30332.
J Vib Acoust. 2021 Jun 1;143(3):031006. doi: 10.1115/1.4048554. Epub 2020 Oct 13.
In this study, we propose a new mounting method to improve accelerometer sensing performance in the 50 Hz-10 kHz frequency band for knee sound measurement. The proposed method includes a thin double-sided adhesive tape for mounting and a 3D-printed custom-designed backing prototype. In our mechanical setup with an electrodynamic shaker, the measurements showed a 13 dB increase in the accelerometer's sensing performance in the 1-10 kHz frequency band when it is mounted with the craft tape under 2 N backing force applied through low-friction tape. As a proof-of-concept study, knee sounds of healthy subjects (n = 10) were recorded. When the backing force was applied, we observed statistically significant (p < 0.01) incremental changes in spectral centroid, spectral roll-off frequencies, and high-frequency (1-10 kHz) root-mean-square (RMS) acceleration, while low-frequency (50 Hz-1 kHz) RMS acceleration remained unchanged. The mean spectral centroid and spectral roll-off frequencies increased from 0.8 kHz and 4.15 kHz to 1.35 kHz and 5.9 kHz, respectively. The mean high-frequency acceleration increased from 0.45 mg to 0.9 mg with backing. We showed that the backing force improves the sensing performance of the accelerometer when mounted with the craft tape and the proposed backing prototype. This new method has the potential to be implemented in today's wearable systems to improve the sensing performance of accelerometers in knee sound measurements.
在本研究中,我们提出了一种新的安装方法,以提高用于膝关节声音测量的加速度计在50 Hz至10 kHz频段的传感性能。所提出的方法包括用于安装的薄双面胶带和3D打印的定制设计背衬原型。在我们使用电动振动台的机械装置中,测量结果表明,当加速度计通过低摩擦胶带在2 N的背衬力下用工艺胶带安装时,其在1至10 kHz频段的传感性能提高了13 dB。作为概念验证研究,记录了健康受试者(n = 10)的膝关节声音。当施加背衬力时,我们观察到频谱质心、频谱滚降频率和高频(1至10 kHz)均方根(RMS)加速度有统计学意义的(p < 0.01)增量变化,而低频(50 Hz至1 kHz)RMS加速度保持不变。平均频谱质心和频谱滚降频率分别从0.8 kHz和4.15 kHz增加到1.35 kHz和5.9 kHz。施加背衬力时,平均高频加速度从0.45 mg增加到0.9 mg。我们表明,背衬力在使用工艺胶带和所提出的背衬原型安装时可提高加速度计的传感性能。这种新方法有可能在当今的可穿戴系统中实现,以提高加速度计在膝关节声音测量中的传感性能。