| 研究生: |
李洋龍 Lee, Yang-Long |
|---|---|
| 論文名稱: |
基於運動追蹤資料之全身逆向動力學 Full Body Inverse Dynamics Based on Motion Capture Data |
| 指導教授: |
蔡明俊
Tsai, Ming-June |
| 學位類別: |
碩士 Master |
| 系所名稱: |
工學院 - 機械工程學系 Department of Mechanical Engineering |
| 論文出版年: | 2012 |
| 畢業學年度: | 100 |
| 語文別: | 英文 |
| 論文頁數: | 129 |
| 中文關鍵詞: | 全身 、逆向動力學 、關節受力 、三維人體模型 |
| 外文關鍵詞: | Full body, Inverse dynamics, Joint force, 3D human model |
| 相關次數: | 點閱:75 下載:5 |
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本研究的主要目標為使用人體全身逆向動力學方法,由人體運動追蹤所擷取的資料中,求得受試者全身關節的受力以及力矩。本論文使用實驗室所開發的雙模式三維光學量測系統,靜態掃描可以取得受試者的三維輪廓資訊,而動態追蹤方面,藉由追蹤受試者身上所配戴的標誌框,來達到動態追蹤的目的。所得到的三維輪廓資訊,經由結構化分割為人體的連桿後,即可由連桿的三角網格資訊以及結構點資訊來求得各個連桿的幾何參數。運動學的參數則可以使用運動追蹤的資料,經由數值分析的方法來得到。結合幾何參數以及運動學的參數,我們可以分析力量平衡圖來求解出具有關節軸的人體模型的各個關節受力以及力矩。最後由量測系統實際追蹤受試者所表演的運動,來進行逆向動力學的計算,並且將計算的結果與文獻做比較。
The purpose of this thesis is to calculate the joint forces and joint moments of the subject from motion capture data, by using the full body inverse dynamics method. A dual mode 3D measurement system developed by our lab can acquire the 3D profile information of the subject by scanning. It also can record the subject’s motion by using the markers affixed on the subject’s body. The 3D profile information of the subject can be constructed into a body geometric model, and the geometric parameters can be calculated from the triangular mesh and structure points of each link of the body geometric model. The kinematic parameters can be calculated from the motion capture data through the use of the numerical analysis. Combining the geometric parameters and kinematic parameters, free body diagrams are used to calculate the joint forces and joint moments of the body kinematic model. Finally, the full body inverse dynamics is applied to the captured motions performed by the subject. The calculation results are compared to those from the literatures.
[1] R. W. Bisseling and A. L. Hof, "Handling of Impact Forces in Inverse Dynamics," Journal of Biomechanics, vol. 39, pp. 2438-2444, 2006.
[2] F. W. O'Kane, C. A. McGibbon, and D. E. Krebs, "Kinetic Analysis of Planned Gait Termination in Healthy Subjects and Patients with Balance Disorders," Gait and Posture, vol. 17, pp. 170-179, 2003.
[3] T. Robert, L. Chèze, R. Dumas, and J. P. Verriest, "Validation of Net Joint Loads Calculated by Inverse Dynamics in Case of Complex Movements: Application to Balance Recovery Movements," Journal of Biomechanics, vol. 40, pp. 2450-2456, 2007.
[4] L. Ren, D. Howard, and A. Boonpratatong, "Three-Dimensional Whole-Body Gait Analysis: an Investigation into the Fundamental Problem of Inverse Dynamics," Gait & Posture, vol. 30, Supplement 2, pp. S78-S79, 2009.
[5] A. Forner-Cordero, H. J. F. M. Koopman, and F. C. T. van der Helm, "Inverse Dynamics Calculations During Gait with Restricted Ground Reaction Force Information from Pressure Insoles," Gait & Posture, vol. 23, pp. 189-199, 2006.
[6] L. Ren, R. K. Jones, and D. Howard, "Whole Body Inverse Dynamics Over a Complete Gait Cycle Based Only on Measured Kinematics," Journal of Biomechanics, vol. 41, pp. 2750-2759, 2008.
[7] C. D. MacKinnon and D. A. Winter, "Control of Whole Body Balance in the Frontal Plane During Human Walking," Journal of Biomechanics, vol. 26, pp. 633-644, 1993.
[8] G. J. Ensminger, R. N. Robertson, and R. A. Cooper, "A Model for Determining 3-D Upper Extremity Net Joint Forces and Moments During Wheelchair Propulsion," presented at the Engineering of Medicine and Biology Society, IEEE 17th Annual Conference, 1995.
[9] T. Liu, Y. Inoue, K. Shibata, and K. Shiojima, "Three-Dimensional Lower Limb Kinematic and Kinetic Analysis Based on a Wireless Sensor System," presented at the Robotics and Automation (ICRA), IEEE International Conference, 2011.
[10] Y. Nakamura, K. Yamane, Y. Fujita, and I. Suzuki, "Somatosensory Computation for Man-machine Interface from Motion-Capture Data and Musculoskeletal Human Model," IEEE Transactions on Robotics, vol. 21, pp. 58-66, 2005.
[11] M. J. Tsai and J. J. Fang, "A Feature Based Data Structure for Computer Manikin," U.S. Patent No:7,218,752, B2, 2007.
[12] M. Yeadon and M. Morlock, "The Appropriate Use of Regression Equations for the Estimation of Segmental Inertia Parameters," Journal of Biomechanics, vol. 22, pp. 683-689, 1989.
[13] P. de Leva, "Adjustments to Zatsiorsky-Seluyanov's Segment Inertia Parameters," Journal of Biomechanics, vol. 29, pp. 1223-1230, 1996.
[14] D. Pearsall, J. Reid, and R. Ross, "Inertial Properties of the Human Trunk of Males Determined from Magnetic Resonance Imaging," Annals of Biomedical Engineering, vol. 22, pp. 692-706, 1994.
[15] D. Pearsall, J. Reid, and L. Livingston, "Segmental Inertial Parameters of the Human Trunk as Determined from Computed Tomography," Annals of Biomedical Engineering, vol. 24, pp. 198-210, 1996.
[16] M. K. Lee, M. Koh, A. C. Fang, S. N. Le, and G. Balasekaran, "Estimation of Body Segment Parameters Using Dual Energy Absorptiometry and 3-D Exterior Geometry " presented at the 13th International Conference on Biomedical Engineering, 2009.
[17] Z. Jianjun, W. Yi, X. Shihong, and W. Zhaoqi, "Estimating Human Body Segment Parameters Using Motion Capture Data," presented at the 4th International Universal Communication Symposium (IUCS), 2010.
[18] J. Norton, N. Donaldson, and L. Dekker, "3D Whole Body Scanning to Determine Mass Properties of Legs," Journal of Biomechanics, vol. 35, pp. 81–86, 2002.
[19] Vicon Motion Systems. Available: http://www.vicon.com/
[20] OptiTrack System. Available: http://www.naturalpoint.com/optitrack/
[21] Qualysis. Available: http://www.qualisys.com/
[22] C. C. Hung, "Development of an Optical Three Dimensional Measurement System and Its Performance Evaluation," Doctoral thesis, Mechanical Engineering, National Cheng Kung University, Tainan, 2005.
[23] Z. H. Leu, "Development of a 3D Head Scanner and Reconstruction of Digital Head Models " Master thesis, Mechanical Engineering, National Cheng-Kung University, Tainan, 2006.
[24] C. C. Lin, "A study on the Development of a Body Scanner and Processing of the Scanned Data," Master thesis, Mechanical Engineering, National Cheng-Kung University, Tainan, 2003.
[25] M. J. Tsai, H. W. Lee, and H. Y. Lung, "Dual-Mode Optical Measurement Apparatus and System, U.S. Patent Application No:13/188,724," 2011.
[26] M. J. Tsai and H. Y. Lung, "Two-Phase Optimized Inverse Kinematics for Motion Replication of Real Human Models," unpublished paper, Mechanical Engineering, National Cheng-Kung University, Tainan, 2011.
[27] Depth of field. Available: http://en.wikipedia.org/wiki/Depth_of_field
[28] EL1DB frame grabber. Available: http://www.epixinc.com/products/pixci_el1db.htm
[29] G. P. Stein, "Lens Distortion Calibration Using Point Correspondences," Computer Vision and Pattern Recognition, vol. 3, pp. 602-608, 1997.
[30] Y. J. Huang, "A Study on an Automatic Joint Finding Process for Human Body Motion," Master thesis, Mechanical Engineering, National Cheng-Kung University, Tainan, 2010.
[31] V. Zatsiorsky, Kinetics of Human Motion. US: Sheridan Books, 2002.
[32] J. Z. Liang, "Constructing an Auto-Registration Process Between Coded Markers and Human Model in a Motion Tracking System," Master thesis, Mechanical Engineering, National Cheng-Kung University, Tainan, 2010.
[33] C. H. Chang, "Numerical Simulations for a 3D System Composed of Polyhedral Blocks-Dissection of Polyhedral Blocks," Civil Engineering, National Central University, Zhongli, 2006.
[34] J. D. Faires and R. L. Burden, Numerical Methods. Warsaw: PWS Publishing Company, 1993.
[35] J. D. F. Richard L. Burden, Numerical Analysis, Eight ed.: Brooks/Cole, 2005.
[36] M. J. Tsai, H. W. Lee, and T. W. Yang, "Body Motion Staff, Producing Module,Image Processing Module and Motion Replication Module," U.S. Patent Application No:13/355,172, 2012.
[37] T. W. Yang, "A Research on the Motion Editing System for General Humanoid Robots," Master thesis, Mechanical Engineering, National Cheng-Kung University, Tainan, 2011.
[38] M. J. Tsai, Mechanical Design of Robotic System ClassNote. Tainan: National Cheng-Kung University, 2009.
[39] C. T. Farley and D. P. Ferris, Biomechanics of Walking and Running: Center of Mass Movements to Muscle. Department of Integrative Biology, University of California, Berkeley, USA: Ferris DP., 1998.
[40] N. C. Ann, "Geometrical Feature Recognition and Reconstruction of 3D Models," Master thesis, Mechanical Engineering, National Cheng-Kung University, Tainan, 2004.