Development of Na Adaptive Filter to Estimate the Percentage of Body Fat Based on Anthropometric Measures

被引：0

作者：

do Lago, Naydson Emmerson S. P. ^{[1
]}

Barros, Allan Kardec ^{[1
]}

Sousa, Nilviane Pires S. ^{[3
]}

Junior, Carlos Magno S. ^{[1
]}

Oliveira, Guilherme ^{[1
]}

Polisel, Camila Guimares ^{[4
]}

Carvalho Santana, Ewaldo Eder ^{[2
]}

机构：

[1] Univ Fed Maranhao, Dept Eletr Engn, Sao Luis, MA, Brazil

[2] Univ Estadual Maranhao, Dept Math & Informat, Sao Luis, MA, Brazil

[3] Univ Fed Maranhao, Ctr Biol Sci & Hlth, Sao Luis, MA, Brazil

[4] Univ Fed Mato Grosso do Sul, Ctr Biol & Hlth Sci, Campo Grande, Brazil

来源：

2017 2ND INTERNATIONAL CONFERENCE ON COMMUNICATION, IMAGE AND SIGNAL PROCESSING (CCISP 2017) | 2018年 / 960卷

关键词：

D O I：

10.1088/1742-6596/960/1/012008

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

This study aims to develop an algorithm of an adaptive filter to determine the percentage of body fat based on the use of anthropometric indicators in adolescents. Measurements such as body mass, height and waist circumference were collected for a better analysis. The development of this filter was based on the Wiener filter, used to produce an estimate of a random process. The Wiener filter minimizes the mean square error between the estimated random process and the desired process. The LMS algorithm was also studied for the development of the filter because it is important due to its simplicity and facility of computation. Excellent results were obtained with the filter developed, being these results analyzed and compared with the data collected.

引用

页数：6

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