使用惯性测量装置测量高尔夫挥杆的定位:试点研究

IF 1 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC SAIEE Africa Research Journal Pub Date : 2024-10-04 DOI:10.23919/SAIEE.2024.10705984
Divan van der Walt;Philip Baron
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引用次数: 0

摘要

高尔夫球手在改进挥杆动作时经常面临挑战,他们需要寻求具有成本效益的方法来提高挥杆技术。传统的教练方法成本高昂,而且由于依赖人眼,这些技术往往会因为高尔夫挥杆的快速节奏而错过重要的高尔夫挥杆动作。为了解决这一缺陷,我们对 IMU 传感器在绘制高尔夫挥杆图方面的潜力进行了调查,以帮助教练和高尔夫球手。这项研究重点关注前肩相对于杆头的水平位置,主要解决两个问题:确定 IMU 是否能够绘制高尔夫挥杆图,以及确定跟踪高尔夫挥杆所需的最少 IMU 传感器。因此,这项试验性研究的目标是确定 IMU 在身体上的最佳位置。前提是,高尔夫球手通过一致的挥杆动作,可以提高他们的差点。因此,通过跟踪和可视化显示高尔夫挥杆的各个阶段,这些数据不仅可以分析高尔夫挥杆的各个阶段,还可以分析身体动作,从而帮助提高高尔夫挥杆的一致性。这项试验研究依赖于六名参与者,他们每人都重复进行了高尔夫挥杆动作。IMU 安装在身体从脚踝到肩膀的八个位置,每个位置都进行了多次试验。结果表明,IMU 对高尔夫挥杆动作的跟踪非常有用;但是,与其他位置相比,某些身体位置(如髋部、膝盖前部和脚部前部)产生的数据意义不大。来自手腕后部和前部以及前肩的 IMU 数据提供了高尔夫挥杆的有用映射,包括时间和强度。对身体姿势角度的分析,尤其是手腕弯曲、臀部和肩部旋转角度的分析,提供了对教练和球员都有用的宝贵数据。通过分辨成功和不成功挥杆的模式,教练可以向球手提供明智的反馈,帮助球手改进技术。这些研究结果证明了 IMU 传感器在高尔夫教学中的潜力,它提供了一种数据驱动的方法来提高高尔夫球手在高尔夫球场上的表现和稳定性。
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Locating positions for measuring a golf swing with inertial measurement units: A pilot study
Golfers often face challenges in refining their swings, seeking cost-effective ways to enhance their techniques. Traditional coaching methods are costly and since they rely on the human eye, these techniques often miss important golf swing movements owing to the rapid pace of a golf swing. To address this shortcoming, an investigation into the potential of IMU sensors for the mapping of golf swings to aid both instructors and golfers was undertaken. Focusing on the leading shoulder's horizontal position relative to the club head, the study addresses two questions: determining whether IMUs can map a golf swing as well as determining the minimum IMU sensors required to track a golf swing. Thus, the goal of this pilot study was to identify if there are optimal placements for IMUs on the body. The premise is that by performing a consistent golf swing, golfers could improve their handicap. Thus, by tracking and visually displaying the phases of the golf swing, such data could aid in increased golf swing consistency by analysing not only the phases of the golf swing, but also the bodily movements. This pilot study relied on six participants who each repeatedly performed golf swings. IMUs were positioned in eight positions around the body from ankle to shoulder and several trials were conducted for each position. The results showed that IMUs were useful in tracking a golf swing; however, certain bodily positions, such as the hip, leading knee, and leading foot, did not yield meaningful data as compared to the other positions. The IMU data from the back and front of the wrist and the leading shoulder provided useful mappings of the golf swing, including the timing and intensity. Analysis of body posture angles, especially wrist flexion, hip, and shoulder rotation angles, offered valuable data that may be useful to both coaches and players. By discerning patterns in successful and unsuccessful swings, coaches could provide informed feedback to golfers, aiding golfers in refining their techniques. These findings demonstrate the potential of IMU sensors in golf instruction, offering a data-driven approach to enhance golfers' performance and consistency on the golf course.
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SAIEE Africa Research Journal
SAIEE Africa Research Journal ENGINEERING, ELECTRICAL & ELECTRONIC-
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