吉林大学学报(工学版) ›› 2015, Vol. 45 ›› Issue (1): 145-152.doi: 10.13229/j.cnki.jdxbgxb201501022

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Assessment and analysis of lower limb joint kinematics based on nonintrusive virtual sensing method

LIU Kun，ZHAO Jianchen，HAN Xuan   

  1. College of Mechanical Science and Engineering, Jilin University, Changchun 130022, China
  • Received:2013-09-16 Online:2015-02-01 Published:2015-02-01

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Abstract: In this paper, a novel approach for analysis of the kinematics of lower limb joint based on non-intrusive virtual sensors is presented. With the signals obtained from a wearable sensor system, the method, which combines a physical-sensor-difference-based algorithm and virtual-sensor-difference-based algorithm, is used to calculate the rotational angles of the virtual sensors supposed to be fixed on the knee joint. Then the data is used to analyze the knee joint kinematics in anatomical coordinate system. To test the approach, a wearable sensor system composed of accelerometers and magnetometers is developed and evaluated on the lower limbs of five subjects. The results show that, without intrusive sensors, the proposed approach is suitable for detecting and analyzing the parameters of the kinematics of lower limb joint with wearable sensor system. After the measuring accuracy is improved, the approach can be applied for gait analysis.

Key words: technology of instrument and meter, doublesensor difference based algorithm, nonintrusive virtual sensing, joint kinematics analysis

CLC Number: 

  • TP212.9
[1] Turcot K, Aissaoui R, Boivin K, et al. New accelerometric method to discriminate between asymptomatic subjects and patients with medial knee osteoarthritis during 3-D gait[J]. IEEE Trans Biomed Eng, 2008, 55(4): 1415-1422.
[2] Moore T Steven, Hamish G, William Mac Dougall G. Ambulatory monitoring of freezing of gait in Parkinson's disease[J]. Neurosci Methods, 2008, 167: 340-348.
[3] Salarian A, Russmann H, Vingerhoets F J G, et al. Ambulatory monitoring of physical activities in patients with parkinsonapos's disease[J]. IEEE Trans Biomed Eng, 2007, 54(12): 2296-2299.
[4] Dejnabadi H, Jolles B M, Aminian K. A new approach to accurate measurement of uniaxial joint angles based on a combination of accelerometers and gyroscopes[J]. IEEE Trans Biomed Eng, 2005, 52(8): 1478-1484.
[5] Kavanagh Justin J, Menz Hylton B. Accelerometry: a technique for quantify movement patterns during walking[J]. Gait Posture, 2008, 28: 1-15.
[6] Williamson R, Andrews B J. Detecting absolute human knee angle and angular velocity using accelerometers and rate gyroscopes[J]. Medical and Biological Engineering and Computing Med Biol Eng Computer, 2001, 39(3): 294-302.
[7] Liu Kun, Liu Tao, Shibata Kyoko, et al. Novel approach to ambulatory assessment of human segmental orientation on a wearable sensor system[J]. Biomech,2009, 42(16): 2747-2752.
[8] Hagemeister N, Parent G, Van de Putte M, et al. A reproducible method for studying three-dimensional knee kinematics[J]. Biomech, 2005, 38(9): 1926-1931.
[9] Findlow A, Goulermas J, Nester C, et al. Predicting lower limb joint kinematics using wearable motion sensors[J]. Gait Posture, 2008, 28(1): 120-126.
[10] Kavanagh J, Morrison S, James D, et al. Reliability of segmental accelerations measured using a new wireless gait analysis system[J]. Biomech, 2006, 39(15): 2863-2872.
[11] Favre J, Luthi F, Jolles B M, et al. A new ambulatory system for comparative evaluation of the three-dimensional knee kinematics, applied to anterior cruciate ligament injuries[J]. Knee Surgery Sports Traumatology Arthroscopy, 2006, 14(7): 592-604.
[12] Favre J, Jolles B M, Aissaoui R, et al. Ambulatory measurement of 3D knee joint angle[J]. Biomech, 2008, 41(5): 1029-1035.
[13] O'Donovan K, Kamnik R, O'Keeffe D, et al. An inertial and magnetic sensor based technique for joint angle measurement[J]. Biomech, 2007, 40(12): 2604-2611.
[14] Takeda R, Tadano S, Todoh M, et al. Gait analysis using gravitational acceleration measured by wearable sensors[J]. Biomech, 2009, 42(3): 223-233.
[15] Dejnabadi H, Jolles B M, Aminian K. Estimation and visualization of sagittal kinematics of lower limbs orientation using body-fixed sensors[J]. IEEE Trans Biomed Eng, 2006, 53(7): 1385-1392.
[16] Willemsen T M, Frigo C, Boom H B K. Lower extremity angle measurement with accelerometers-error and sensitivity analysis[J]. IEEE Trans Biomed Eng, 1991, 38(12): 1186-1193.
[17] Grood E S, Suntay W J. A joint coordinate system for the clinical description of three-dimensional motions: application to the knee[J]. ASME J Biomech Eng, 1983, 105(5): 136-144.
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