A versatile and fast-sampling rate wearable analog data logger

被引:0
|
作者
Bouchekioua, Youcef [1 ,2 ,3 ]
Matsui, Hiroshi [1 ,4 ,5 ]
Watanabe, Shigeru [1 ]
机构
[1] Keio Univ, Dept Psychol, Tokyo, Japan
[2] Hokkaido Univ, Grad Sch Med, Dept Neuropharmacol, Sapporo 0608638, Japan
[3] CUNY, Queens Coll, Dept Psychol, Flushing, NY 11367 USA
[4] Hokkaido Univ, Ctr Human Nat Artificial Intelligence, Sapporo 0600812, Japan
[5] Hokkaido Univ, Neurosci Inst, Sapporo 0600812, Japan
关键词
Data logger; Sensor; Accelerometer; Movement disorders; Analog; Microcontroller; LOW-COST; ARDUINO;
D O I
10.1016/j.mex.2023.102098
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
We propose a wearable, versatile, and open-source data logger that harvests the capacities of a low-cost microcontroller and enables fast-sampling recording of Analog signals into a microSD card. We describe here the circuit design and an exhaustive list of instructions to build a small, lightweight, and fast sampling rate data logger (up to 5 kHz for simultaneous recording of 3 channels and up to 40 kHz when using a single channel). We provide data analysis instructions, including publicly available scripts to facilitate its replication and customization. As a straightfor-ward proof-of-concept, we tested our device embedded with a three-axial Analog accelerometer and were able to record triple axis acceleration of body movements in high resolution. A Fourier transform followed by a principal component analysis discriminated accurately between body motions of two participants and two types of movement recorded (walking VS running). Our wearable and fast-sampling rate data logger overcomes limits that we identified in previous stud-ies, by being low-cost, capable of fast sampling rate, and easily replicated. Moreover, it can be customized to fit with a wide variety of applications in biomedical research by substituting the three-axial Analog accelerometer with virtually any type of Analog sensors or devices that output Analog signals. & BULL; We present a method to build and use a low-cost, fast-sampling rate and wearable Analog data logger, where having an engineering background is not required. & BULL; The data logger we present can collect Analog signals from 3 channels simultaneously at 5kHz and up to 40 kHz when using a single channel. & BULL; We demonstrate that our data logger can record data from a triple axis Analog accelerometer at 5 kHz, however, signals from virtually any Analog sensor or device that outputs Analog signals can be collected.
引用
收藏
页数:6
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