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
收藏
页数：6
相关论文
共 50 条
  • [41] A novel body circumferences-based estimation of percentage body fat
    Lahav, Yair
    Epstein, Yoram
    Kedem, Ron
    Schermann, Haggai
    [J]. BRITISH JOURNAL OF NUTRITION, 2018, 119 (06) : 720 - 725
  • [42] Concordance between two equations to estimate the percentage of body fat in competitive college athletes
    Corvos, Cesar Augusto
    Rangel, Ruben Dario
    Salazar, Armando David
    [J]. NUTRICION CLINICA Y DIETETICA HOSPITALARIA, 2020, 40 (01): : 127 - 132
  • [43] Dairy Intake and Anthropometric Measures of Body Fat among Children and Adolescents in NHANES
    Moore, Lynn L.
    Singer, Martha R.
    Qureshi, M. Mustafa
    Bradlee, M. Loring
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF NUTRITION, 2008, 27 (06) : 702 - 710
  • [44] Development and validation of anthropometric predictive equations that estimate the total body water and fat-free mass in Tunisian adults
    El Kouki, Donia
    El Kari, Khalid
    Draoui, Jihene
    Ben Jemaa, Houda
    Ben Amor, Nadia
    Monyeki, Andries
    Jamoussi, Henda
    Aguenaou, Hassan
    Aouidet, Abdallah
    Mankai, Amani
    [J]. EUROPEAN JOURNAL OF CLINICAL NUTRITION, 2023, 77 (04) : 447 - 453
  • [45] Development and validation of anthropometric predictive equations that estimate the total body water and fat-free mass in Tunisian adults
    Donia El Kouki
    Khalid El Kari
    Jihéne Draoui
    Houda Ben Jemaa
    Nadia Ben Amor
    Andries Monyeki
    Henda Jamoussi
    Hassan Aguenaou
    Abdallah Aouidet
    Amani Mankaï
    [J]. European Journal of Clinical Nutrition, 2023, 77 : 447 - 453
  • [46] Does Body Mass Index Accurately Reflect Body Fat? A Comparison of Anthropometric Measures in the Longitudinal Assessment of Fat Mass
    Phan, Thao-Ly T.
    Maresca, Michelle M.
    Hossain, Jobayer
    Datto, George A.
    [J]. CLINICAL PEDIATRICS, 2012, 51 (07) : 671 - 677
  • [47] Development and validation of anthropometric equations to estimate body composition in adult women
    Aristizabal, Juan C.
    Estrada-Restrepo, Alejandro
    Giraldo Garcia, Argenis
    [J]. COLOMBIA MEDICA, 2018, 49 (02): : 154 - 159
  • [48] Association between the anthropometric indicators and percentage body fat in male students of the Federal University of Amapa, AP
    Materko, Wollner
    de Abreu da Costa Junior, Paulo Jorge
    [J]. ESTACAO CIENTIFICA-UNIFAP, 2019, 9 (01): : 31 - 37
  • [49] Feature Selection Using Simulated Kalman Filter (SKF) for Prediction of Body Fat Percentage
    Zamri, Nurhawani Bt Ahmad
    Bhuvaneswari, Thangavel
    Ab Aziz, Nor Azlina Bt
    Aziz, Nor Hidayati Bt Abdul
    [J]. ICOMS 2018: 2018 INTERNATIONAL CONFERENCE ON MATHEMATICS AND STATISTICS, 2018, : 23 - 27
  • [50] Association Between Objectively Measured Body Fat Percentage And Two Indirect Measures Of Adiposity
    Bopp, Christopher M.
    Wilson, Oliver W. A.
    Papalia, Zack
    Bopp, Melissa J.
    [J]. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2019, 51 (06): : 539 - 539
12345