簡易檢索 / 詳目顯示

研究生: 黃獻永
Huang, Hsien-Yung
論文名稱: 動力下肢輔具之上下樓梯步態分析與控制
Toward the Gait Analysis and Control of a Powered Lower Limb Orthosis in Climbing and Descending
指導教授: 陳建祥
Chen, Jian-Shiang
口試委員: 陳榮順
Chen, Rong-Shun
葉廷仁
Yeh, Ting-Jen
學位類別: 碩士
Master
系所名稱: 工學院 - 動力機械工程學系
Department of Power Mechanical Engineering
論文出版年: 2012
畢業學年度: 100
語文別: 中文
論文頁數: 77
中文關鍵詞: 肌電訊號下肢輔具適應性類神經模糊理論步態分析
外文關鍵詞: Electromyography, Powered Lower-Limb Orthosis, ANFIS, Gait Analysis
相關次數: 點閱:3下載:0
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
  • 摘要
    隨著科技的發展與進步,人類生活逐漸改善與便利化,然而,老化一直是人類目前尚無法克服的問題。人類於膝蓋有一塊半月軟骨,會隨著不停的使用與重量的壓迫漸漸的被磨耗掉。下肢輔具發展至今已經有多年的歷史,本實驗室也發展了數代下肢輔具,本文也將延續過去研究並改進,讓下肢輔具更完善與實用。
    肌電訊號(Electromyography, 或EMG)是人體肌肉在實際收縮前所會發出的微弱電子訊號,至今有許多研究針對肌電訊號與肌肉做動之間一些關聯與特性,透過了解其特性,本文輔具以肌電訊號為主要判斷依據,藉由ANFIS模型的訓練,使得輔具能夠即時的透過肌電訊號分析控制力並適時、適量地給予輔助。研究顯示肌肉之動作還可分為離心收縮與向心收縮,兩者的振幅力矩之對應是不同的,本文將修正此問題,使輔具能夠更精確地輔助人體。
    輔具硬體以特殊設計之M型彈簧為主要的儲能部件,動態地將彈簧做拉伸與釋放的動作,藉由從動輔助模式、支撐模式與擺盪模式動態的切換,在膝蓋需求力矩的時候釋放彈簧給予與身體輔助,不需求額外力矩的時候讓身體不感受到輔具的阻力,相信在此適時適量的輔助,可以改善膝蓋軟骨的磨耗並提升年長者的行動距離。


    Abstract
    The advancing of technology can enhance human life. However, aging is still a problem for human. Through time, Meniscus will gradually wear out with continuous loading. Lower-limb exoskeleton had been studied for several years; this thesis follows previous research and focus on perfection in lower-limb exoskeleton.
    Electromyography (EMG) will transmit through muscle while muscle contraction. Researches had pointed out relationship between muscle activity and EMG. By knowing these characteristics, our lower-limb exoskeleton can be trained through an Adaptive Network-based Fuzzy Interface System (ANFIS), to control our exoskeleton instantaneously. Other researchers pointed out that muscle contraction can be divided into two types, concentric and eccentric. With the difference in muscle contraction, the model of EMG and moment should be adjusted. Accordingly, this thesis will deal with this problem to create a better principle in exoskeleton control.
    Our exoskeleton is based on special designed M shaped springs, which were used as energy storage element. We dynamically change the system mode to stance mode, swing mode or non-effect mode, with different supporting way in different modes, our exoskeleton pulls and releases the spring dynamically to store and provides the potential energy to our body while in need. With this idea of assisting in the correct time and the correct amount of energy, we would be able to ease off the problem of deteriorating cartilage and prolong the ability for elders to travel.

    目錄 第一章 緒論 - 1 - 1.1 背景與研究動機 - 1 - 1.2 文獻回顧 - 2 - 1.3 本文架構 - 10 - 第二章 系統描述與設計 - 11 - 2.1 輔具機構與輔助原理簡介 - 13 - 2.2 問題描述 - 16 - 2.3 輔助依據與策略 - 17 - 2.3.1 肌電訊號簡介 - 18 - 2.3.2 肌電訊號處理 - 20 - 2.3.3 輔助策略 - 21 - 2.3.4 輔助狀態分辨與切換 - 23 - 2.4 控制策略 - 26 - 2.4.1控制器原理與設計 - 27 - 2.4.2 輔具系統模型與系統鑑別 - 28 - 2.4.3 控制器初步實驗結果 - 31 - 第三章 實驗系統架構 - 35 - 3.1 實驗系統架構 - 35 - 3.2 實驗設備介紹 - 36 - 3.2.1 馬達與捲線器 - 36 - 3.2.2 M型彈簧 - 37 - 3.2.3 EMG感測器 - 37 - 3.2.4 荷重元 - 38 - 3.2.5 平板電腦 - 39 - 3.2.6 NI USB-6218訊號擷取卡 - 40 - 3.2.7 訊號整合電路 - 41 - 3.2.8 膝關節測試支架 - 42 - 3.2.9 旋轉角度計 - 42 - 第四章 實驗結果 - 44 - 4.1 步態之肌肉觸發時間點實驗 - 44 - 4.2 輔具輔助實驗 - 49 - 4.2.1 上樓梯實驗 - 50 - 4.2.2 下樓梯實驗 - 53 - 4.2.3 上斜坡實驗 - 56 - 4.3 實驗結果討論 - 59 - 第五章 本文貢獻及未來展望 - 67 - 5.1 結論 - 67 - 5.2 本文貢獻 - 67 - 5.3 未來展望 - 68 - 參考文獻 - 70 - 附錄 - 73 -

    參考文獻
    [1] T. P. Andriacchi, G. B. J. Andersson, R. W. Fermier, D. Stern, J. O. Galante“A Study of Lower-Limb Mechanics during Stair-Climbing”The Journal of Bone and Joint Surgery, Vol. 62-A, No.5, July 1980, 749-757.
    [2] Thomas S. Buchanan, David G. Lloyd, Kurt Manal and Thor F. Besier, “Neuromusculoskeletal Modeling: Estimation of Muscle Forces and Joint Moments and Movements From Measurements of Neural Command” J Appl Biomech. 2004 November; 20(4): 367-395.
    [3] Aaron M. Dollar and Hugh Herr, “Lower Extremity Exoskeletons and Active Orthosis: Challenges and State-of-the-Art” IEEE Transaction on Robotics, Vol. 24, No.1, February 2008.
    [4] Christian Fleischer, Andreas Wege, Konstantin Kondak and Gunter Hommel, “Application of EMG Signals for Controlling Exoskeleton Robots” Biomed Tech 2006; 51:314-319.
    [5] Tomohiro Hayashi, Hiroaki Kawamoto and Yoshiyuki Sankai, “Control Method of Robot Suit HAL working as Operator’s Muscle using Biological and Dynamical Information”, Intelligent Robots and System, 2005 IEEE/RSJ International Conference, p. 3063-3068.
    [6] A. V. Hill, “The Heat of Shortening and the Dynamic constants of muscle” Proceedings of the Royal Society of London. Series B, Biological Sciences, Volume 126, Issue 843, pp.136-195.
    [7] Paavo V. Komi, Vesa Linnamo, Pertti Silventoinen, and Markku Sillanpaa“Force and EMG Power Spectrum During Eccentric and Concentric Action”Medicine & Science in Sports & Exercise 2000 Oct, 32(10):1757-62.
    [8] Sandra J. Olney and David A. Winter, “Prediction of Knee and Ankle Moments of Force in Walking from EMG and Kinematic Data” Journal of Biomechanics, Vol. 18, No.1. pp.9-20, 1985.
    [9] Conor James Walsh, Daniel Paluska, Kenneth Pasch, William Grand, Andrew Valiente, Hugh Herr, “Development of a lightweight, underactuated exoskeleton for load-carrying augmentation” IEEE International Conference on Robotics and Automation, Orlando, Florida-May 2006.
    [10] Jason M. Wilken, Emily H. Sinitski, Elizabeth A. Bagg“The Role of lower Extremity Joint Powers in Successful Stair Ambulation”Journal of Gait & Posture, 34(2011) 142-144.
    [11] Nicholas Yagn “Apparatus for facilitating walking, running, and jumping” U.S. Patents 420 179, 1890.
    [12] James E. Zachazewski, Patrick O. Riley, David E. Krebs“Biomechanical analysis of body mass transfer during stair ascent and descent of healthy subjects”Journal of Rehabilitation Research and Development, Vol. 30 No.4, 1993 pp. 412-422.
    [13] Hui Zhang, Yang Shi, and Aryan Saadat Mehr,“RobustH∞ PID control for multivariable networked control systems with disturbance/noise attenuation”International Journal of Robust and Nonlinear Control 2012; 22:183-204.
    [14] Hui Zhang, Yang Shi, Senior Member, IEEE, and Aryan Saadat Mehr,“Robust Static Output Feedback Control and Remote PID design for Networked Motor Systems”IEEE Transactions on Industrial Electronics, Vol. 58, no.12, pp. 5396-5405, December 2011.
    [15] Adam B. Zoss , H. Kazerooni and Andrew Chu, “The Berkeley Lower Extremity Exoskeleton” ASME/IEEE Transaction, Journal of Dynamic Systems, Measurement, and Control, MARCH 2006, Vol. 128/15.
    [16] 曾劭暉,下肢輔具之生物回饋控制,碩士論文,國立清華大學動力機械系,台灣,2011。
    [17] 許承志,穿戴式下肢動力輔具設計與實作,碩士論文,國立清華大學動力機械工程學系,台灣,2010
    [18] 吳苑娟,肌電訊號的處理、判讀與回授應用,碩士論文,國立清華大學動力機械工程學系,台灣,2010。
    [19] 黃立成,下肢輔具之撓性桿件的分析與設計,碩士論文,國立清華大學動力機械工程學系,台灣,2007。
    [20] 陳協慶,反應時間測定畫面 [Online]. Available: http://www.cyut.edu.tw/~hcchen/%B9%EA%C5%E7%B3%E6%A4%B8/%A4%CF%C0%B3%AE%C9%B6%A1%B4%FA%A9w.htm

    無法下載圖示 全文公開日期 本全文未授權公開 (校內網路)
    全文公開日期 本全文未授權公開 (校外網路)

    QR CODE