Internet of Thing in Measuring Muscle Strength: Systematic Literature Review

被引:0
作者
Gunawan, Rudy [1 ]
Suhardi [1 ]
Adiprawita, Widyawardana [1 ]
Kurniawan, Novianto Budi [2 ]
机构
[1] Inst Teknol Bandung, Sch Elect & Informat, Bandung, Indonesia
[2] Stat Indonesia, Jakarta, Indonesia
来源
2020 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY SYSTEMS AND INNOVATION (ICITSI) | 2020年
关键词
muscle strength; EMG; IoT; SURFACE EMG;
D O I
10.1109/icitsi50517.2020.9264974
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Measuring muscle strength is needed so that a person's muscle strength can predict how much potential strength there is in a particular muscle. This is very useful for the purposes of sports science so that the athlete's ability can be predicted properly. Potential muscle strength is usually measured through a test using a dynamometer, this process is carried out periodically on certain occasions. It would be quite helpful if monitoring muscle strength can be done throughout the day to day training activities. A number of IoT devices will be installed at several points of sportswear and in real time will send the necessary data to be evaluated. This paper will explore an approach to measuring muscle strength electronically through the EMG and sEMG methods. The strength of athletes in carrying out their activities does not only depend on muscle activity but will also depend on other parameters. Therefore the prediction of an athlete's muscle strength can be estimated by combining EMG, BMI, heart rate and blood pressure data to support this prediction.
引用
收藏
页码:405 / 409
页数:5
相关论文
共 25 条
[1]  
Acosta AM, 2000, P ANN INT IEEE EMBS, V22, P332, DOI 10.1109/IEMBS.2000.900741
[2]  
Anantamek Pradchaya, 2019, 2019 Joint International Conference on Digital Arts, Media and Technology with ECTI Northern Section Conference on Electrical, Electronics, Computer and Telecommunications Engineering (ECTI DAMT-NCON), P132, DOI 10.1109/ECTI-NCON.2019.8692300
[3]  
Asokan A, 2019, 2019 FIFTH INDIAN CONTROL CONFERENCE (ICC), P478, DOI [10.1109/indiancc.2019.8715555, 10.1109/INDIANCC.2019.8715555]
[4]   Surface EMG in advanced hand prosthetics [J].
Castellini, Claudio ;
van der Smagt, Patrick .
BIOLOGICAL CYBERNETICS, 2009, 100 (01) :35-47
[5]   Sonomyographic responses during voluntary isometric ramp contraction of the human rectus femoris muscle [J].
Chen, Xin ;
Zheng, Yong-Ping ;
Guo, Jing-Yi ;
Zhu, Zhenyu ;
Chan, Shing-Chow ;
Zhang, Zhiguo .
EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY, 2012, 112 (07) :2603-2614
[6]  
Darak BS, 2015, 2015 INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING (ICPC)
[7]   Feature-Based Evaluation of a Wearable Surface EMG Sensor Against Laboratory Standard EMG During Force-Varying and Fatiguing Contractions [J].
Doheny, Emer P. ;
Goulding, Cathy ;
Flood, Matthew W. ;
McManus, Lara ;
Lowery, Madeleine M. .
IEEE SENSORS JOURNAL, 2020, 20 (05) :2757-2765
[8]   Changes in muscle strength and EMG median frequency after anterior cruciate ligament reconstruction [J].
Drechsler, Wendy I. ;
Cramp, Mary C. ;
Scott, Oona M. .
EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY, 2006, 98 (06) :613-623
[9]  
EZKERRA JM, 1992, P IEEE EMBS, V14, P1437, DOI 10.1109/IEMBS.1992.5761865
[10]   Development of an EMG-based exergaming system for isometric muscle training and its effectiveness to enhance motivation, performance and muscle strength [J].
Garcia-Hernandez, Nadia ;
Garza-Martinez, Karen ;
Parra-Vega, Vicente ;
Alvarez-Sanchez, Armando ;
Conchas-Arteaga, Laura .
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES, 2019, 124 :44-55