Analysis of Inspiratory Muscle of Respiration in COPD Patients

被引:2
作者
Kanwade, Archana B. [1 ]
Bairagi, Vinayak [2 ]
机构
[1] Sinhgad Inst Technol & Sci, Pune, Maharashtra, India
[2] AISSMS Inst Technol & Sci, Pune, Maharashtra, India
来源
ADVANCES IN SIGNAL PROCESSING AND INTELLIGENT RECOGNITION SYSTEMS (SIRS-2015) | 2016年 / 425卷
关键词
Sternomastoid; Electromyography; Time; Frequency;
D O I
10.1007/978-3-319-28658-7_31
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Chronic Obstructive Pulmonary Disease (COPD) is a disease of lungs, in this airway becomes narrow. To perform excess work of respiration necessary and accessory muscles such as sternomastoid (SMM) muscle has to work. In this paper correlation among obstruction level of airways and activity of SMM has invented with time and frequency domain features of electromyography (EMG). Spirometric data and EMG signal of SMM is collected for ten COPD patients. Features used for the analysis are root mean square (RMS), peak to peak voltage, integration and number of peaks in time and frequency domain. Features of EMG and spirometric data are correlated. Significant correlation has found between peak to peak amplitude and number of peaks in time and frequency domain.
引用
收藏
页码:357 / 366
页数:10
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