An EMG-driven model applied for predicting metabolic energy consumption during movement

Journal of Electromyography and Kinesiology - Tập 21 - Trang 1074-1080 - 2011
Maria Cristina Bisi1, Rita Stagni1, Han Houdijk2, Gianni Gnudi1
1Department of Electronics Computer Sciences and Systems, University of Bologna, Italy
2Research Institute MOVE, Faculty of Human Movement Sciences, VU University of Amsterdam, The Netherlands

Tài liệu tham khảo

Alexander, 2002, Tendon elasticity and muscle function, Comp Biochem Physiol A Mol Integr Physiol, 133, 1001, 10.1016/S1095-6433(02)00143-5 Bhargava, 2004, A phenomenological model for estimating metabolic energy consumption in muscle contraction, J Biomech, 37, 81, 10.1016/S0021-9290(03)00239-2 Bisi MC, Stagni R, Gnudi G. Sensitivity analysis of an energetic muscle model applied at whole body level in recumbent pedalling. Comput Methods Biomech Biomed Eng 2011. Buchanan, 2005, Estimation of muscle forces and joint moments using a forward-inverse dynamics model, Med Sci Sports Exerc, 37, 1911, 10.1249/01.mss.0000176684.24008.6f Delp, 2007, OpenSim: open-source software to create and analyze dynamic simulations of movement, IEEE Trans Biomed Eng, 54, 1940, 10.1109/TBME.2007.901024 Dickstein, 1990, A comparison of methodologies in detection of the anaerobic threshold, Circulation, 81, II38 Gerritsen, 1998, Intrinsic muscle properties facilitate locomotor control – a computer simulation study, Motor Control, 2, 206, 10.1123/mcj.2.3.206 Grood, 1983, A joint coordinate system for the clinical description of three-dimensional motions: application to the knee, J Biomech Eng, 105, 136, 10.1115/1.3138397 Hatze, 1977, Energy-optimal controls in the mammalian neuromuscular system, Biol Cybern, 27, 9, 10.1007/BF00357705 He, 1991, Feedback gains for correcting small perturbations to standing posture, IEEE Trans Automatic Control, 36, 322, 10.1109/9.73565 Hermens HJ, Freriks B, Merletti R, Stegeman D, Blok J, Rau G, Disselhorst-Klug C, Hägg G. European Recommendations for Surface ElectroMyoGraphy. Results of the SENIAM Project 1999. Hill, 1938, The heat of shortening and dynamics constants of muscles, Proc R Soc Lond B, 126, 136, 10.1098/rspb.1938.0050 Houdijk, 2006, Evaluation of a Hill based muscle model for the energy cost and efficiency of muscular contraction, J Biomech, 39, 536, 10.1016/j.jbiomech.2004.11.033 ISEK EMG Standards, Standards for Reporting EMG data. J Electromyogr Kinesiol 1999;9:III–IV. Konrad P. The ABC of EMG: a practical introduction to kinesiological electromyography. Scottsdale AZ Noraxon USA Inc. 2005. Lagarias, 1998, Convergence properties of the Nelder–Mead simplex method in low dimensions, SIAM J Optim, 9, 112, 10.1137/S1052623496303470 Lloyd, 2003, An EMG-driven musculoskeletal model to estimate muscle forces and knee joint moments in vivo, J Biomech, 36, 765, 10.1016/S0021-9290(03)00010-1 Merletti, 2010, Advances in surface EMG: recent progress in detection and processing techniques, Crit Rev Biomed Eng, 38, 305, 10.1615/CritRevBiomedEng.v38.i4.10 Nagano, 2001, Effects of neuromuscular strength training on vertical jumping performance—a computer simulation study, J Appl Biomech, 17, 113, 10.1123/jab.17.2.113 Poole, 1992, Pulmonary and leg VO2 during submaximal exercise: implications for muscular efficiency, J Appl Physiol, 72, 805, 10.1152/jappl.1992.72.2.805 Staudenmann, 2010, Methodological aspects of SEMG recordings for force estimation—a tutorial and review, J Electromyogr Kinesiol, 20, 375, 10.1016/j.jelekin.2009.08.005 Umberger, 2003, A model of human muscle energy expenditure, Comput Methods Biomech Biomed Eng, 6, 99, 10.1080/1025584031000091678 Umberger, 2006, Muscle fiber type effects on energetically optimal cadences in cycling, J Biomech, 39, 1472, 10.1016/j.jbiomech.2005.03.025 van den Bogert, 1998, Human muscle modelling from a user’s perspective, J Electromyogr Kinesiol, 8, 119, 10.1016/S1050-6411(97)00028-X van Soest, 1993, The contribution of muscle properties in the control of explosive movements, Biol Cybern, 69, 195, 10.1007/BF00198959 Waters, 1999, The energy expenditure of normal and pathologic gait, Gait Posture, 9, 207, 10.1016/S0966-6362(99)00009-0 Weir, 1949, New methods for calculating metabolic rate with special reference to protein metabolism, J Physiol, 109, 1, 10.1113/jphysiol.1949.sp004363 Wu, 1995, ISB recommendations for standardization in the reporting of kinematic data, J Biomech, 28, 1257, 10.1016/0021-9290(95)00017-C Zajac, 1989, Muscle and tendon: properties, models, scaling, and application to biomechanics and motor control, Crit Rev Biomed Eng, 17, 359