簡易檢索 / 詳目顯示

研究生: 吳家豪
Wu, Chia-Hao
論文名稱: 以穿戴式裝置發展網球運動的負荷指標
Developing Load Index in Tennis With Wearable Devices
指導教授: 相子元
Shiang, Tzyy-Yuang
口試委員: 何金山
Ho, Chin-Shan
翁梓林
Wong, Tzu-Lin
相子元
Shiang, Tzyy-Yuang
口試日期: 2023/07/05
學位類別: 碩士
Master
系所名稱: 運動競技學系
Department of Athletic Performance
論文出版年: 2023
畢業學年度: 112
語文別: 中文
論文頁數: 43
中文關鍵詞: 穿戴式裝置持拍類運動負荷
英文關鍵詞: wearable device, racquet sports, training load
研究方法: 實驗設計法內容分析法
DOI URL: http://doi.org/10.6345/NTNU202301770
論文種類: 學術論文
相關次數: 點閱:141下載:21
分享至:
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報
  • 前言:負荷監控對運動員相當重要,這會影響訓練效果與傷害風險,目前尚未出現結合內外在負荷及網球專項特性的負荷指標。穿戴式裝置常被用於測量網球之擊球負荷,能夠辨別擊球動作及球速,但並沒有研究針對動作強度等擊球負荷指標做探討。目的: 1.探討隨著強度增加或疲勞累積時,外在負荷及運動表現與疲勞特徵的相關性。2.觀察擊球表現隨負荷漸增的變化。方法:十二名受試者配戴心率帶、Zepp2 sensor和IMU進行網球專項耐力測試,每分鐘增加送球頻率並詢問RPE分數,至受試者力竭則停止測試。結果: PlayerLoad與內在負荷指標皆呈現顯著相關,其中HRR%(r = 0.605)、RPE(r = 0.639)、TRIMP值(r = 0.481)、平均HR(r = 0.602),皆呈現中度相關; 擊球負荷(Hitting Load)與內在負荷皆呈現顯著相關,其中RPE(r = 0.508)呈現中度相關,HRR%(r = 0.365)、TRIMP值(r = 0.276)、平均HR(r = 0.367)則呈現弱相關。結論: PlayerLoad和擊球負荷能實際應用在實際網球訓練中,且對比與單一外在負荷指標,運動表現參數以迴歸公式計算後有更佳的相關性,透過這些方法,能提升未來外在負荷指標應用於網球運動上的可能性。

    Introduction: Load monitoring holds significant importance for athletes, as it is highly related to training outcomes and injury risks. Wearable devices are frequently utilized to measure the hitting load in tennis to distinguish different stroke motion and measure ball speed, however research addressing indicators of hitting load and other factors, remains scarce. Purpose: 1. Investigate the correlation between external loads, sports performance, fatigue characteristics, as exercise intensity increases or fatigue accumulates. 2. Understand the variations in hitting performance as the load graded increases. Method: Twelve subjects underwent a tennis-specific wearing heart rate monitor, Zepp2 and IMU sensor, ball delivery frequency increases every minute and asking for RPE scores until exhaustion occurred. Results: Both PlayerLoad and internal Load shows significant correlations, including HRR% (r = 0.605), RPE (r = 0.639), TRIMP value (r = 0.481), and average HR (r = 0.602). RPE (r = 0.508) exhibited moderate correlation, while HRR% (r = 0.365), TRIMP (r = 0.276), and average HR (r = 0.367) showed a weak correlation. Conclusion: PlayerLoad and Hitting Load are valuable for real tennis training. They show stronger correlations with sport performance parameters when compared to single external load indicators, thanks to regression formulas. These methods bolster the potential for future use of external load indicators in tennis training.

    第壹章 緒論 1 第一節 研究背景 1 第二節 研究問題 2 第三節 研究目的 2 第四節 研究假設 2 第貳章 文獻探討 3 第一節 監控網球負荷的重要性 3 第二節 不同負荷量的種類及測量方式 5 第三節 網球運動的專項特性 9 第四節 監控網球負荷的方法 12 第五節 文獻探討總結 15 第參章 研究方法 16 第一節 實驗受試者 16 第二節 儀器設備 17 第三節 實驗步驟 20 第肆章 研究結果 26 第一節 各項負荷指標隨著強度漸增的變化 26 第二節 網球外在負荷指標與內在負荷指標的相關性 27 第三節 網球運動表現參數與內在負荷指標的相關性 28 第四節 以外在負荷指標及表現參數預測內在負荷指標之迴歸分析 30 第伍章 討論 32 第一節 外在負荷與內在負荷指標間的相關性 32 第二節 進球率隨強度漸增的變化情形 33 第三節 外在負荷指標及運動表現參數所代表的意義 33 第陸章 結論與建議 35 參考文獻 36 附錄一、實驗參與者須知 41 附錄二、實驗參與者同意書 42 附錄三、實驗參與者基本資料表 43

    周育晨、李恆儒(2020)。以穿戴式裝置探討不同專項位置籃球員與訓練情境之運動負荷。體育學報, 53(3), 315-326, https://doi.org//10.6222/pej.202 009_53(3).0004.

    Allen, M. J. (1986). Sports injuries, mechanisms, prevention and treatment. British Journal of Sports Medicine, 20(3), 124.

    Arlotti, J. S., Carroll, W. O., Afifi, Y., Talegaonkar, P., Albuquerque, L., Ball, J. E., ... & Petway, A. (2022). Benefits of IMU-based Wearables in Sports Medicine: Narrative Review. International Journal of Kinesiology and Sports Science, 10(1), 36-43.

    Borg, G. (1998). The Borg CR10 Scale. Borg's perceived exertion and pain scales. Human Kinetics, 39-43.

    Borresen, J., & Lambert, M. I. (2009). The quantification of training load, the training response and the effect on performance. Sports Medicine, 39, 779-795.

    Chandler, T. J. (2002). 11 Conditioning for tennis: preventing injury and enhancing performance. Science and Racket Sports II, 77.

    Conley, D. L., & Krahenbuhl, G. S. (1980). Running economy and distance running performance of highly trained athletes. Med Sci Sports Exercise, 12(5), 357-60.

    Ebner, C. J., & Findling, R. D. (2019, December). Tennis stroke classification: comparing wrist and racket as imu sensor position. In Proceedings of the 17th International Conference on Advances in Mobile Computing & Multimedia (pp. 74-83).

    Eliza M. Keaney, Machar Reid. (2020). Quantifying hitting activity in tennis with racket sensors: New dawn or false dawn? Sports Biomechanics, 19(6):831-839. https://doi.org/10.1080/14763141.2018.1535619

    Ettema, G., & Lorås, H. W. (2009). Efficiency in cycling: a review. European Journal of Applied Physiology, 106, 1-14.

    Epstein, L. H., Paluch, R. A., Kalakanis, L. E., Goldfield, G. S., Cerny, F. J., & Roemmich, J. N. (2001). How much activity do youth get? A quantitative review of heart-rate measured activity. Pediatrics, 108(3), e44-e44.

    Foster, C., Florhaug, J. A., Franklin, J., Gottschall, L., Hrovatin, L. A., Parker, S., ... & Dodge, C. (2001). A new approach to monitoring exercise training. The Journal of Strength & Conditioning Research, 15(1), 109-115.

    Gale-Watts, A. S., & Nevill, A. M. (2016). From endurance to power athletes: The changing shape of successful male professional tennis players. European Journal of Sport Science, 16(8), 948-954.

    Impellizzeri, F. M., Marcora, S. M., & Coutts, A. J. (2019). Internal and external training load: 15 years on. The International Journal of Sports Physiology and Performance, 14(2), 270-273.

    Johansson, F., Gabbett, T., Svedmark, P., & Skillgate, E. (2022). External training load and the association with back pain in competitive adolescent tennis players: results from the SMASH cohort study. Sports Health, 14(1), 111-118.

    Kovacs, M. S. (2007). Tennis physiology: training the competitive athlete. Sports Medicine, 37, 189-198.

    Kempton, T., Sullivan, C., Bilsborough, J. C., Cordy, J., & Coutts, A. J. (2015). Match-to-match variation in physical activity and technical skill measures in professional Australian Football. Journal of Science and Medicine in Sport, 18(1), 109-113.

    Liu, T. H., Chen, W. H., Shih, Y., Lin, Y. C., Yu, C., & Shiang, T. Y. (2021). Better position for the wearable sensor to monitor badminton sport training loads. Sports Biomechanics, 1-13.

    Lambert, M. I., & Borresen, J. (2010). Measuring training load in sports. International Journal of Sports Physiology and Performance, 5(3), 406-411.

    Myers, N. L., Kibler, W. B., Axtell, A. H., & Uhl, T. L. (2019). The Sony Smart Tennis Sensor accurately measures external workload in junior tennis players. International Journal of Sports Science & Coaching, 14(1), 24-31.

    Perri, T., Norton, K. I., Bellenger, C. R., & Murphy, A. P. (2018). Training loads in
    typical junior-elite tennis training and competition: Implications for transition periods in a high-performance pathway. International Journal of Performance Analysis in Sport, 18(2), 327-338.

    Ritchie, P. (2003). Sports injuries: Mechanisms, prevention, treatment.

    Romero-Caballero, A., Alvarez-Salvador, D., Collado-Lazaro, I., & Varela-Olalla, D.(2020). Sports training: planning methods, methodological practices and load management in basketball, soccer, futsal and tennis. Science Performance and
    Science Reports, 1(108).

    Whiteside, D., Cant, O., Connolly, M., & Reid, M. (2017). Monitoring hitting load in tennis using inertial sensors and machine learning. International Journal of Sports Physiology and Performance, 12(9), 1212-1217.

    Scanlan, A. T., Wen, N., Tucker, P. S., & Dalbo, V. J. (2014). The relationships between internal and external training load models during basketball training. The Journal of Strength & Conditioning Research, 28(9), 2397-2405.

    Soligard, T., Schwellnus, M., Alonso, J. M., Bahr, R., Clarsen, B., Dijkstra, H. P., ... & Engebretsen, L. (2016). How much is too much?(Part 1) International Olympic Committee consensus statement on load in sport and risk of injury. British Journal of Sports Medicine, 50(17), 1030-1041.

    Vescovi, J. D. (2017). Acute: chronic training loads in tennis: which metrics should we monitor?. British Journal of Sports Medicine, 51(18), 1321-1322.

    下載圖示
    QR CODE