Swimming performance and technique evaluation with wearable acceleration sensors

被引：61

作者：

Baechlin, Marc ^{[1
]}

Troester, Gerhard ^{[1
]}

机构：

[1] Swiss Fed Inst Technol, Wearable Comp Lab, Zurich, Switzerland

来源：

PERVASIVE AND MOBILE COMPUTING | 2012年 / 8卷 / 01期

关键词：

Swimming; Wearable system; Context recognition; Performance evaluation; SwimModel; SYSTEM;

D O I：

10.1016/j.pmcj.2011.05.003

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

We are working towards a wearable computing system called SwimMaster, that will support swimmers in achieving their desired exercise goals by monitoring their swimming performance and technique and providing the necessary feedback. In this article, we describe our methods to extract the most relevant swimming performance and technique parameters from acceleration sensors worn at the wrist and at the back. We analyze the data and our methods with a SwimModel. Finally, we present the results of our evaluation studies with 18 swimmers-seven elite, eight recreational and three occasional swimmers. (C) 2011 Elsevier B.V. All rights reserved.

引用

页码：68 / 81

页数：14

共 50 条

[31] A comparative evaluation of bend sensors for wearable applications
Dunne, Lucy E.
Smyth, Barry
Caulfield, Brian
[J]. ELEVENTH IEEE INTERNATIONAL SYMPOSIUM ON WEARABLE COMPUTERS, PROCEEDINGS, 2007, : 121 - +
[32] Reproduction of expert's subjective skill-level evaluation with wearable acceleration and gyroscope sensors on metal-filing
Yu, Enokibori
Kenji, Masa
[J]. Transactions of the Japanese Society for Artificial Intelligence, 2013, 28 (04) : 391 - 399
[33] Development of Person Identification and Tracking System with Wearable Acceleration Sensors in Intelligent Space
Takigawa, Tomoyasu
Morioka, Kazuyuki
[J]. PROCEEDINGS OF THE SEVENTEENTH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL LIFE AND ROBOTICS (AROB 17TH '12), 2012, : 1175 - 1178
[34] Gait Recognition Based on Tensor Analysis of Acceleration Data from Wearable Sensors
Bichave, Kshitij
Brewer, Owen
Gusinov, Max
Markopoulos, Panos P.
Puchades, Ivan
[J]. 2018 IEEE WESTERN NEW YORK IMAGE AND SIGNAL PROCESSING WORKSHOP (WNYISPW), 2018,
[35] Comparisons of swimming performance in rainbow trout using constant acceleration and critical swimming speed tests
Farrell, A. P.
[J]. JOURNAL OF FISH BIOLOGY, 2008, 72 (03) : 693 - 710
[36] A Novel Fetal Movement Simulator for the Performance Evaluation of Vibration Sensors for Wearable Fetal Movement Monitors
Ghosh, Abhishek Kumar
Burniston, Sonny E.
Krentzel, Daniel
Roy, Abhishek
Sheikh, Adil Shoaib
Siddiq, Talha
Paula Mai Phuong Trinh
Velazquez, Marta Mambrilla
Vielle, Hei-Ting
Nowlan, Niamh C.
Vaidyanathan, Ravi
[J]. SENSORS, 2020, 20 (21) : 1 - 22
[37] Swimming with sensors
Phillips, Tamsin
[J]. CHEMISTRY WORLD, 2011, 8 (07): : 31 - 31
[38] Design, fabrication and metrological evaluation of wearable pressure sensors
Goy, C.B.
Menichetti, V.
Yanicelli, L.M.
Lucero, J.B.
Gómez López, M.A.
Parodi, N.F.
Herrera, M.C.
[J]. Journal of Medical Engineering and Technology, 2015, 39 (03): : 208 - 215
[39] Wearable Multimodal Sensors for Evaluation of Patients with Parkinson Disease
Oung, Q. W.
Hariharan, M.
Lee, H. L.
Basah, S. N.
Sarillee, M.
Lee, C. H.
[J]. PROCEEDINGS 5TH IEEE INTERNATIONAL CONFERENCE ON CONTROL SYSTEM, COMPUTING AND ENGINEERING (ICCSCE 2015), 2015, : 269 - 274
[40] Evacuation Evaluation Using Machine Learning and Wearable Sensors
Huang, D.
Aida, S.
Yoshikawa, A.
Kitazawa, M.
Terano, T.
Takahashi, S.
Takahashi, T. B.
[J]. PROCEEDINGS 2017 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND COMPUTATIONAL INTELLIGENCE (CSCI), 2017, : 381 - 386

← 1 2 3 4 5 →