Artificial neural networks as a tool of modeling of training loads

被引:6
作者
Rygula, Igor [1 ]
机构
[1] Silesian Univ, Sch Phys Educ, Katowice, Poland
来源
2005 27TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7 | 2005年
关键词
sport training; artificial neural networks; optimal control; speed capabilities; modeling;
D O I
10.1109/IEMBS.2005.1617101
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
This paper shows that extremely important element of forming speed capabilities is proper (quantitative) structure of exercise loads. This means that training means should be chosen from point of view of energy production in metabolic processes, which depends on the structure of training means from the information area and energy area, therefore on the character of work made, its intensity, duration of exercise, number of repetitions and duration of rest periods. From the training process effectiveness point of view, it is extremely important to find the correct tool for choosing means in given training cycle. The investigation results confirm the experiences of coaches and theorists of sport, that the structure of volume and intensity of exercise loads should be individually chosen with consideration of predispositions of separate athletes. Individualization of training is condition for its optimization.
引用
收藏
页码:2985 / 2988
页数:4
相关论文
共 12 条
[1]  
BOMPA T, 1990, THEORY TRAINING PLAN
[2]  
Dintiman G., 1997, SPORTS SPEED, V3
[3]  
GRIMSHAW PN, 1995, ATHLETICS COACH, V4, P12
[4]   RELATIONSHIPS BETWEEN POSTCOMPETITION BLOOD LACTATE CONCENTRATION AND AVERAGE RUNNING VELOCITY OVER 100-M AND 200-M RACES [J].
HAUTIER, CA ;
WOUASSI, D ;
ARSAC, LM ;
BITANGA, E ;
THIRIET, P ;
LACOUR, JR .
EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY AND OCCUPATIONAL PHYSIOLOGY, 1994, 68 (06) :508-513
[5]  
KAWIERIN W, 1981, LEGKAJA ATLETIKA, V5, P9
[6]  
MADER A, 1988, J THEO BIOL, V134, P2
[7]  
MESTER J, 1999, SPORT SCI 99 EUROPE, P163
[8]  
RYGULA I, 1993, ELEMENTS CONTROL OPT
[9]  
RYGULA I, 1997, METHODS DIAGNOSTICS
[10]  
RYGULA I, 2000, J HUMAN KINETICS, V4