一种用于肌病肌电图数据库构建的低成本信号采集板设计

Rim Barioul, S. F. Ghribi, O. Kanoun
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引用次数: 8

摘要

为了发明一种新的肌电信号分类、诊断和治疗方法,第一步是建立肌电信号数据库。原始肌电图信号含有丰富的信息,但它们必须经过放大,转换为数字形式,并经过过滤才能用于肌病的诊断。为此,设计了一种低成本、高性能的采集板来建立肌电图数据库。利用仪器放大器AD524、Arduino板(实现实时模数转换)和Matlab软件处理的基于小波的滤波器获得可利用的肌电信号数据库。通过使用数字示波器(矩阵0X6062-II)将存储信号与存储在计算机上的信号进行比较,来评估存储信号的正确性。计算了74 dB的信噪比指标,该信噪比值不足以决定采集板的高性能。因此,将所获得的方形信号的表示与所设计的电路板和数字示波器进行比较。通过对周期、幅度等信号参数的计算,表明该采集板对直接显示在数字示波器屏幕上的输入信号的再现比用示波器生成的数据文件对输入信号的再现更接近。
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A low cost signal acquisition board design for myopathy's EMG database construction
In the aim of inventing a new method of myopathy's EMG signals classification, diagnostic and treatment the first step is the creation of an EMG database. The raw EMG signals are rich in information but they have to be amplified, converted to a digital form and filtered to be useful in the diagnostic of myopathy. So, to create an EMG database a low cost and high performance acquisition board is designed. An instrumentation amplifier AD524, an Arduino board(to have a real time analogical to digital conversion) and a Wavelet based filter processed on Matlab software were used to obtain an exploitable EMG database. The correctness of stored signals is evaluated by comparing them with themselves when they were stored on computer using a digital scope(metrix 0X6062-II). An SNR metric of 74 dB is calculated, this SNR value is not sufficient to decide of the high performance of the acquisition board. Thus a turn back to compare the representation of a square signal obtained either with the designed board and with the digital scope was done. A calculation of some signal's parameters as period and amplitude shows that the new acquisition board reproduce the input signal shown directly on the screen of the digital scope more closely than that reproduced with the scope's generated data file.
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