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Stride information monitoring and sensing in sports

机译:跨越运动中的信息监控和感知

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Accurate measurements of athletes'' stride parameters, such as stride/step length, stride/step frequency, stance times and foot contact times are important to coaching support and biomechanics research in sprinting. Existing stride parameter monitoring approaches are either expensive, or insufficiently accurate, or not suitable for supporting daily training sessions. This paper investigates the use of cost-effective, low quality track-side and on-body sensors in a novel way to enable practical capture of accurate stride information of sprinters. It was investigated how information fusion could play a big part in practical sensing systems; and how novel system design could avoid the need of sophisticated synchronisation between intra-and inter-homogeneous and heterogeneous subsystems. The work also explored the importance of linking heterogeneous data streams to support easy information fusion. Experiment results show that the presented system has an accuracy of 1.661± 1.002cm (mean ± SD) for stride length measurements, with 50% errors fall within 3ms and 80% errors fall within 5ms for foot contact time.
机译:准确测量运动员的步幅参数,例如步幅/步长,步幅/步频,站立时间和脚部接触时间,对于短跑中的教练支持和生物力学研究非常重要。现有的步幅参数监视方法要么昂贵,要么不够准确,或者不适合支持日常训练。本文以一种新颖的方式研究了具有成本效益的,低质量的赛道侧和人体传感器的使用,从而能够实际捕获短跑运动员的准确步幅信息。研究了信息融合如何在实际传感系统中发挥重要作用。以及新颖的系统设计如何避免内部和内部异构子系统之间的复杂同步。这项工作还探讨了链接异构数据流以支持轻松信息融合的重要性。实验结果表明,该系统的步长测量精度为1.661±1.002cm(平均值±标准差),足部接触时间的误差在50%的3ms内,80%的误差在5ms内。

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