A Method for Cricket Bowling Action Classification and Analysis Using a System of Inertial Sensors

被引：0

作者：

Qaisar, Saad ^{[1
]}

Imtiaz, Sahar ^{[1
]}

Glazier, Paul ^{[2
]}

Farooq, Fatima ^{[1
]}

Jamal, Amna ^{[1
]}

Iqbal, Wafa ^{[1
]}

Lee, Sungyoung ^{[3
]}

机构：

[1] Natl Univ Sci & Technol, Sch Elect Engn & Comp Sci, Islamabad, Pakistan

[2] Sheffield Hallam Univ, Sheffield S1 1WB, S Yorkshire, England

[3] Kyung Hee Univ, Seoul, South Korea

来源：

COMPUTATIONAL SCIENCE AND ITS APPLICATIONS, PT I | 2013年 / 7971卷

关键词：

WSN; Bluetooth; K-means; MM; HMM; Cricket; Sports biomechanics; NETWORKS;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

A number of similar structured wireless sensors, constituting a Wireless Sensor Network (WSN) are used for activity recognition-particularly for coaching of a bowler to practice correct bowling action in the game of cricket. Several experiments are conducted for training certain algorithms, like K-means and Hidden Markov Model, etc., and the real-time data acquired by a subject under study, or a cricket bowler, is tested for statistical characteristics' comparison. This paper explains the whole implemented system and the prime application in which it can assist in the field of cricket.

引用

页码：396 / 412

页数：17

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