Research on Body Composition Analysis Based on Electrical Impedance Measurement

Sun Bingshuai, Xue Jiting, Xuan Yan, Zhang Peng

Integrated Circuits and Embedded Systems ›› 2022, Vol. 22 ›› Issue (8) : 52-56.

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PDF(1248 KB)
Integrated Circuits and Embedded Systems ›› 2022, Vol. 22 ›› Issue (8) : 52-56.
TECHNOLOGY REVIEW

Research on Body Composition Analysis Based on Electrical Impedance Measurement

  • Sun Bingshuai, Xue Jiting, Xuan Yan, Zhang Peng
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Abstract

In order to realize the measurement and quantitative analysis of human physiological components,a collection and analysis system is designed according to human body electrical impedance signals,which is based on the AD5933 chip-based extension circuit and PSO-ELM prediction algorithm as the core.It can not only collect and analyze human electrical impedance signals in real time,but also process and analyze them at different frequencies,so as to achieve the intended goal of this program.In this design,the overall debugging of the system is completed and the relevant figures such as the electrical impedance of the human body are collected and processed triumphantly.The analysis results show that the system operates stably,has a high accuracy rate,and meets the expected design requirements.

Key words

AD5933 / PSO-ELM prediction algorithm / human body electrical impedance signals / STM32F103ZET6

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Sun Bingshuai, Xue Jiting, Xuan Yan, Zhang Peng. Research on Body Composition Analysis Based on Electrical Impedance Measurement[J]. Integrated Circuits and Embedded Systems. 2022, 22(8): 52-56

References

[1] 任超世.生物电阻抗测量技术[J].中国医疗器械信息,2004,10(1):21-25.
[2] 常凤香.基于生物电阻抗测量原理的经络诊断数据可视化方法研究[D].秦皇岛:燕山大学,2012.
[3] de Araujo Antunes A,Vannini F D,de Arruda Silveira L V,et a1.Associations between bioelectricai impedance parameters and cardiovascular events in chronic dialysis patients[J].International urology and nephrology,2013,45(5):1397-1403.
[4] 耿浩非.基于 STM32 的便携式双道生物阻抗测量系统的研制[D].重庆:重庆医科大学,2013.
[5] 董秀珍.生物电阻抗技术研究进展[J].中国医学物理学杂志,2005,21(6):311-317.
[6] 任超世.生物电阻抗技术与人体功能信息[J].电子科技导报,1998(11):17-19.
[7] Cole K S,Cole R H.Dispersion and absorption in dielectrics[J].Chemical Physics,1941(6):42-52.
[8] 付峰,臧益民,董秀珍,等.部分离体动物组织幅电阻抗频率特性测量系统及初步测量结果[J].第四军医大学学报,1999,20(3):220-222.
[9] 宋凤娟.微创式生物电阻抗电磁场模型仿真分析及实验研究[D].北京:北京化工大学,2010.
[10] 毛金光,沈林勇,张煜辉,等.生物电阻抗测量实验设计与研究[J].工业控制计算机,2014,27(1):57-60.
[11] 高秀娥,唐佳,陈波.多频多段人体生物电阻抗测量系统的研究与评价[J].中国医学杂志,2014,31(2):4833-4838.
[12] 王杰,毕浩洋.一种基于粒子群优化的极限学习机[J].郑州大学学报(理学版),2013,45(1):100-104.
[13] 李伟,郭红利,乔风娟,等.基于PSO的ELM集成学习算法研究[J].齐鲁工业大学学报,2018,32(5):32-38.
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