Research Progress in Data Acquisition and Intelligent Sensing Methods for Lumbar Electromyographic Signals
10.12455/j.issn.1671-7104.240014
- VernacularTitle:腰部肌电信号数据采集与智能传感方式研究进展
- Author:
Jinghui FENG
1
;
Yu YU
;
Jianing XI
Author Information
1. 广州医科大学生物医学工程学院,广州市,511436
- Keywords:
low back pain;
electromyography signal;
intelligent sensing
- From:
Chinese Journal of Medical Instrumentation
2024;48(2):119-125
- CountryChina
- Language:Chinese
-
Abstract:
Population aging trend is taking place in our country,and low back pain is a symptom of neuromuscular diseases of concern in the elderly.Accurately analyzing the disease of low back pain is important for both timely intervention and rehabilitation of patients.As a kind of bioelectrical signal,the acquisition and analysis of lumbar electromyography(EMG)signal is an important direction for the study of low back pain.The study reviews the acquisition of lumbar EMG by different types of sensors,introduces the signal characteristics of needle electrodes,surface electromyography electrodes and array electrodes,describes the use of signal algorithms,points out that wireless sensors and the use of deep learning algorithms are the direction of development,and puts forward prospects for its further development.
