A Wearable Device for Sport Performance Analysis and Monitoring

被引:0
作者
Iervolino, Raffaele [1 ]
Bonavolonta, Francesco [1 ]
Cavallari, Adolfo [2 ]
机构
[1] Univ Naples Federico II, Dept Elect Engn & Informat Technol, Naples, Italy
[2] Megaris, Elect & Electromech Syst, Caserta, Italy
来源
2017 IEEE INTERNATIONAL WORKSHOP ON MEASUREMENT AND NETWORKING (M&N) | 2017年
关键词
wearable device; sport performance analysis; system identification; system synthetic indicators; experimental data; PHYSICAL-ACTIVITY; TIME; ACCELEROMETERS; MOVEMENT; SENSORS; SYSTEMS;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper the use of a wearable device is considered in order to evaluate the performance of an athlete during her/his sport activities. The preliminary step consists of recording the motion variables at a sufficiently high sampling rate throughout the experimental campaign. The collected data are then elaborated by a PC-based application to identify the system dynamics and derive some synthetic performance indicators, by taking into account also the experience of the sport professionals. The extraction of the indicators is based on basic signal processing that can be implemented in algorithms run directly on the microcontroller unit (MCU) of the device. The key indicators values can be sent to other electronic devices by using one of the available wireless network connections at a reduced transmission rate. Some experimental data are also reported to illustrate the effectiveness of the approach.
引用
收藏
页码:108 / 113
页数:6
相关论文
共 22 条
[1]  
Anguita D., 2012, P INT WORKSH AMB ASS, P216
[2]   Gesture Recognition Using Markov Systems and Wearable Wireless Inertial Sensors [J].
Arsenault, Dennis ;
Whitehead, Anthony D. .
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2015, 61 (04) :429-437
[3]   Reference data for normal subjects obtained with an accelerometric device [J].
Auvinet, B ;
Berrut, G ;
Touzard, C ;
Moutel, L ;
Collet, N ;
Chaleil, D ;
Barrey, E .
GAIT & POSTURE, 2002, 16 (02) :124-134
[4]   Measuring and Influencing Physical Activity with Smartphone Technology: A Systematic Review [J].
Bort-Roig, Judit ;
Gilson, Nicholas D. ;
Puig-Ribera, Anna ;
Contreras, Ruth S. ;
Trost, Stewart G. .
SPORTS MEDICINE, 2014, 44 (05) :671-686
[5]  
Buchheit M, 2015, J SPORT SCI MED, V14, P698
[6]   A Wearable Inertial Measurement System With Complementary Filter for Gait Analysis of Patients With Stroke or Parkinson's Disease [J].
Chang, Hsing-Cheng ;
Hsu, Yu-Liang ;
Yang, Shih-Chin ;
Lin, Jung-Chin ;
Wu, Zhi-Hao .
IEEE ACCESS, 2016, 4 :8442-8453
[7]   Ground Contact Time as an Indicator of Metabolic Cost in Elite Distance Runners [J].
Chapman, Robert F. ;
Laymon, Abigail S. ;
Wilhite, Daniel P. ;
Mckenzie, James M. ;
Tanner, David A. ;
Stager, Joel M. .
MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2012, 44 (05) :917-925
[8]   WristEye: Wrist-Wearable Devices and a System for Supporting Elderly Computer Learners [J].
Chen, Liang-Bi ;
Li, Hong-Yuan ;
Chang, Wan-Jung ;
Tang, Jing-Jou ;
Li, Katherine Shu-Min .
IEEE ACCESS, 2016, 4 :1454-1463
[9]   Design for wearability [J].
Gemperle, F ;
Kasabach, C ;
Stivoric, J ;
Bauer, M ;
Martin, R .
SECOND INTERNATIONAL SYMPOSIUM ON WEARABLE COMPUTERS - DIGEST OF PAPERS, 1998, :116-122
[10]   Muscle contributions to fore-aft and vertical body mass center accelerations over a range of running speeds [J].
Hamner, Samuel R. ;
Delp, Scott L. .
JOURNAL OF BIOMECHANICS, 2013, 46 (04) :780-787