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研究生: 謝長欣
Hsieh, Chang-Hsin
論文名稱: 壓力感測元件數量對步態動力學參數預測準確度之影響
Effects of pressure sensor amount on accuracy of predicting gait kinetic parameters
指導教授: 相子元
Shiang, Tzyy-Yuang
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: 2018
畢業學年度: 106
語文別: 中文
論文頁數: 35
中文關鍵詞: 步態著地期鞋內足底壓力系統足底壓力負荷模式
英文關鍵詞: gait stance phase, insole system, plantar pressure loading pattern
DOI URL: http://doi.org/10.6345/THE.NTNU.DAP.003.2018.F03
論文種類: 學術論文
相關次數: 點閱:113下載:10
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  • 本研究欲探討感測元件數量如何改變預測垂直地面反作用力 (vGRF) 曲線及足底壓力中心 (CoP) 座標之準確度。實驗招募10名健康參與者進行舒適走路及跑步,記錄步態著地期間,測力板之vGRF和Pedar-X system之原始壓力值。以皮爾森相關係數 (PCC) 及方均根誤差 (RMSE) 比較分別由3、5、7、9、11、13、15、17個感測元件組成的八種配置,與黃金標準所測得之vGRF曲線和CoP座標的關係變化。結果顯示不論何種軸向或動作型態,各數量配置與黃金標準之vGRF曲線相關係數及 CoP方均根誤差隨感測元件數量增加而升高與降低,超過11個之後,再增添感測元件已無法明顯提升預測步態動力學參數的能力。本結果在科技應用上可供足底壓力偵測產品的功能性開發使用,開發者可以依據準確度需求選取感測元件;學術上則填補文獻中在感測元件數量選擇未有共識的缺口。

    The purpose of this study was to define the effect of the pressure sensor amount on accuracy of predicting vertical ground reaction force (vGRF) and center of pressure (CoP) during gait. Ten healthy participants walked and ran at self-selected speed. Pressure values of all sensor of Pedar-X system and vGRF measured by the force plate during stance phase were recorded. Eight sensor layouts were established and vGRF curves and CoP trajectories between each layout, Pedar-X system and the force plate were compared using Pearson’s correlation coef-ficient (PCC) and root mean square error (RMSE) respectively. The results showed that PCC grew with the amount of sensor and RMSE decreased as sensor increased, and 11 sensors was the stop point. 13, 15 and 17 sensors were no longer able to improve the ability in predicting gait kinetic parameters. This finding can be used for application of plantar pressure detection, developers can select the sensor amount according to required accuracy; as for academic, it fills in the lack of agreement in sensor amount selecting in pervious literature.

    中文摘要…………………………………………….….……………………………………i 英文摘要……….…….……………………………………….…..…………………………ii 目次………………………………………..…………………….……………………………iii 表次…………...……………………………………………………..………………………..iv 圖次………………………………………………………………………….…………………v 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………….…………………………………………………………3 第四節 研究假設………….…………………………………………………………4 第五節 研究範圍與限制……...……………………………………………………4 第六節 名詞操作定義………………………………………………………………4 第七節 研究之重要性………………………………………………………………5 第貳章 文獻探討…...…………………………………..……………………5 第一節 使用有線式鞋內足壓系統的研究……………………………………………5 第二節 自製無線式鞋內足壓系統相關研究…………………………………….……7 第三節 文獻探討總結………..…………………………………………………………8 第參章 研究方法…………………………………………………………9 第一節 實驗參與者…………………...………………………………………………9 第二節 實驗設備………………….……………………………………………..……9 第三節 實驗步驟………………………………………………………………..……11 第四節 資料處理………………………………………………………………..……13 第五節 統計分析………………………………………………………………..……16 第肆章 結果…………………………………………………………17 第一節 垂直地面反作用力………….………………………………………………17 第二節 足底壓力中心…………………………………………………………..……19 第伍章 討論與建議…………………………………………………………22 第一節 討論……...………………………………………..…………………………22 第二節 結論與建議…………………………………………………………...……26 引用文獻…...…………………………………..………..…………………..28 附錄一 實驗參與者須知……………………………..……………………33 附錄二 實驗參與者同意書…………………………..……………………34 附錄三 實驗參與者基本資料表……………………..……………………35

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