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Performance measurement and analysis of shooting form of basketball players using a wearable IoT system

机译:可穿戴式物联网系统对篮球运动员投篮形式的表现测量与分析

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摘要

Rapid advancement in the development of Internet of Things (IoT) based smart wearable devices has motivated us to develop a device which can monitor the performance and analyze the shooting form of basketball players remotely. In this paper, we present the design of a system that can measure and analyze in real time, the free throw shooting action of a professional basketball player. A new heuristic tool has also been developed to analyse every phase of the shooting action to segment out an ideal shooting action of individual players. The developed tool is proven to be more efficient than the conventional k-map clustering approach.
机译:基于物联网(IoT)的智能可穿戴设备的发展日新月异,促使我们开发出一种可以监控性能并远程分析篮球运动员投篮方式的设备。在本文中,我们提出了一种可以实时测量和分析职业篮球运动员罚球动作的系统的设计。还开发了一种新的启发式工具来分析投篮动作的每个阶段,以细分单个玩家的理想投篮动作。实践证明,开发的工具比常规的k-map聚类方法更有效。

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