Title :
Using Artificial Neural Network for Force Profile Analysis in Professional Defence
Author :
Lapkova, Dora ; Pluhacek, Michal ; Adamek, Milan
Author_Institution :
Fac. of Appl. Inf., Tomas Bata Univ. in Zlin, Zlin, Czech Republic
Abstract :
In this paper the possibility of using artificial neural network (ANN) in the classification of force profiles of different striking techniques is deeply analyzed and discussed. Classification of direct punch force profiles is presented in this paper alongside with results of previous research of kick techniques classification. The results are summarized in tables and followed by discussion.
Keywords :
art; neural nets; pattern classification; sport; ANN; artificial neural network; different striking techniques; direct punch force profile classification; force profile analysis; kick technique classification; professional defence; Artificial neural networks; Force; Strain; Testing; Training; Tuning; Direct punch; Force; Kick techniques; Professional defence; Tensometric sensor;
Conference_Titel :
Mathematics and Computers in Sciences and in Industry (MCSI), 2014 International Conference on
Print_ISBN :
978-1-4799-4744-7
DOI :
10.1109/MCSI.2014.61
