基于SVM的9电极人体成分分析模型

Nine electrodes human body composition model based on SVM

为提高体成分模型的精度,提出了一种基于支持向量机(Support Vector Machine,SVM)的9电极人体成分分析模型。在8电极测量模型的基础上,在腹部增加一个电极,利用9个测量电极以提高测量数据的准确性。采用SVM方法对受试人群数据进行分组,针对各个分组建立体成分分析模型。人体实验结果表明,所提模型的测量结果更加准确,且对模型经验参数不敏感。

To improve the accuracy of the body composition model,a 9-electrode body composition analysis model based on support vector machine(SVM)is proposed.Based on the 8-electrode measurement model,an additional electrode was added to the abdomen,and 9 measurement electrodes were used to improve the accuracy of the measurement data.The SVM method was used to group the subject population data,and a three-dimensional composition analysis model was developed for each group.The results of human experiments show that the proposed model provided more accurate measurements and was insensitive to the empirical parameters of the model.