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·200· 智能系统学报 第15卷 发展具有深远意义。 [9]MCGILL S M.A myoelectrically based dynamic three-di- 3)给出单肌肉对于肌肉关节力矩的影响关 mensional model to predict loads on lumbar spine tissues 系,减少测量肌肉数量,可以减少整体模型的参 during lateral bending[J].Journal of biomechanics,1992, 数。同时给出肌肉疲劳对于整个模型的计算结果 25(4):395-414. 的影响,可以更加深层次地理解肌电信号同肌肉 [10]郭伟,杨丛为,邓静,等.外骨骼机器人系统中人体下肢 力之间的关系。 关节力矩动态解算).机械与电子,2015(10):71-75. GUO Wei,YANG Cong Wei,DENG Jing,et al.Dynam- 参考文献: ic solution of the lower extremity joint torques in man- machine system of lower extremity exoskeleton[J].Ma- [1]MATHEW A J,NUNDY M,CHANDRASHEKARAN N. chinery electronics,2015(10):71-75. et al.Wrestle while you learn:EMG as a teaching tool for [11]SONG Jialei,ZHONG Yong,LUO Haoxiang,et al.Hy- undergraduate skeletal muscle physiology teaching[J].Ad- drodynamics of larval fish quick turning:a computational vances in physiology education,2019,43(4):467-471 study[J].Proceedings of the institution of mechanical en- [2]孙全义,陈雪丽,李春梅,等.颏下肌群表面肌电信号评 gineers,part C:journal of mechanical engineering sci- 定脑卒中患者吞咽障碍的价值).广西医科大学学报, ence,2018.232(14):2515-2523 2019,36(7:1104-1107 [12]ZAJAC F E.Muscle and tendon:properties,models,scal- SUN Quanyi,CHEN Xueli,LI Cunmei,et al.The value of ing,and application to biomechanics and motor control[J]. submental muscle surface electromyography signal for Critical reviews in biomedical engineering,1989,17(4): evaluating dysphagia in stroke patients[J].Journal of 359-411. Guangxi medical university,2019,36(7):1104-1107. [13]HUXLEY A F.Muscle structure and theories of contrac- [3]韩书娜,刘昆磊,吕杰.康复锻炼用肌电控制机械手开 tion[J].Progress in biophysics and biophysical chemistry. 发[).机床与液压,2019,4711):48-52. 1957,7:255-318 HAN Shuna,LIU Kunlei,LV Jie.Development of myo- [14]HUXLEY A F,SIMMONS R M.Proposed mechanism of electric control manipulator for rehabilitative exercise[]. force generation in striated muscle[J].Nature,1971, Machine tool hydraulics,2019,47(11):48-52. 233(5321):533-538. [4]MANERO R B R.SHAFTI A.MICHAEL B.et al.Wear- [15]ZAHALAK G I.A comparison of the mechanical behavi- able embroidered muscle activity sensing device for the or of the cat soleus muscle with a distribution-moment human upper leg[C]//Proceedings of 2016 38th Annual In- model[J].Journal of biomechanical engineering,1986. ternational Conference of the IEEE Engineering in Medi- 108(2):131-140. cine and Biology Society.Orlando,USA,2016: [16]ZAHALAK G I.The two-state cross-bridge model of 6062-6065. muscle is an asymptotic limit of multi-state models[J]. [5]JACKSON R W,COLLINS S H.An experimental com- Journal of theoretical biology,2000,204(1):67-82. parison of the relative benefits of work and torque assist- [17]HILL A V.The heat of shortening and the dynamic con- ance in ankle exoskeletons[J].Journal of applied physiology stants of muscle[J].Proceedings of the royal society B: 2015,119(5)541-557. biological sciences,1938,126(843):136-195. [6]MULAS M.FOLGHERAITER M.GINI G.An EMG-con- [18]HAN Jianda,DING Qichuan,XIONG Anbin,et al.A trolled exoskeleton for hand rehabilitation[C]//Proceedings state-space EMG model for the estimation of continuous of 9th International Conference on Rehabilitation Robotics. joint movements[J].IEEE transactions on industrial elec- Chicago,USA,2005. tronics..2015,62(7):4267-4275. [7]AMBROSINI E,FERRANTE S,ZAJC J,et al.The com- [19]BUCHANAN T S,LLOYD D G,MANAL K,et al.Neur- bined action of a passive exoskeleton and an EMG-con- omusculoskeletal modeling:estimation of muscle forces trolled neuroprosthesis for upper limb stroke rehabilitation: and joint moments and movements from measurements of first results of the RETRAINER project[C]//Proceedings of neural command[J].Journal of applied biomechanics, 2017 International Conference on Rehabilitation Robotics. 2004.20(4367-395 London,UK,2017. [20]MURRAY W M,BUCHANAN T S,DELP S L.The iso- [8]LLOYD D G,BUCHANAN T S.A model of load sharing metric functional capacity of muscles that cross the el- between muscles and soft tissues at the human knee during bow[J].Journal of biomechanics,2000,33(8):943-952. static tasks[J].Journal of biomechanical engineering,1996, [21]CROUCH D L.HUANG He.Musculoskeletal model pre- 118(3):367-376 dicts multi-joint wrist and hand movement from limited发展具有深远意义。 3) 给出单肌肉对于肌肉关节力矩的影响关 系,减少测量肌肉数量,可以减少整体模型的参 数。同时给出肌肉疲劳对于整个模型的计算结果 的影响,可以更加深层次地理解肌电信号同肌肉 力之间的关系。 参考文献: MATHEW A J, NUNDY M, CHANDRASHEKARAN N, et al. Wrestle while you learn: EMG as a teaching tool for undergraduate skeletal muscle physiology teaching[J]. Ad￾vances in physiology education, 2019, 43(4): 467–471. [1] 孙全义, 陈雪丽, 李春梅, 等. 颏下肌群表面肌电信号评 定脑卒中患者吞咽障碍的价值 [J]. 广西医科大学学报, 2019, 36(7): 1104–1107. SUN Quanyi, CHEN Xueli, LI Cunmei, et al. The value of submental muscle surface electromyography signal for evaluating dysphagia in stroke patients[J]. Journal of Guangxi medical university, 2019, 36(7): 1104–1107. [2] 韩书娜, 刘昆磊, 吕杰. 康复锻炼用肌电控制机械手开 发 [J]. 机床与液压, 2019, 47(11): 48–52. HAN Shuna, LIU Kunlei, LV Jie. Development of myo￾electric control manipulator for rehabilitative exercise[J]. Machine tool & hydraulics, 2019, 47(11): 48–52. [3] MANERO R B R, SHAFTI A, MICHAEL B, et al. Wear￾able embroidered muscle activity sensing device for the human upper leg[C]//Proceedings of 2016 38th Annual In￾ternational Conference of the IEEE Engineering in Medi￾cine and Biology Society. Orlando, USA, 2016: 6062–6065. [4] JACKSON R W, COLLINS S H. An experimental com￾parison of the relative benefits of work and torque assist￾ance in ankle exoskeletons[J]. Journal of applied physiology, 2015, 119(5): 541–557. [5] MULAS M, FOLGHERAITER M, GINI G. An EMG-con￾trolled exoskeleton for hand rehabilitation[C]//Proceedings of 9th International Conference on Rehabilitation Robotics. Chicago, USA, 2005. [6] AMBROSINI E, FERRANTE S, ZAJC J, et al. The com￾bined action of a passive exoskeleton and an EMG-con￾trolled neuroprosthesis for upper limb stroke rehabilitation: first results of the RETRAINER project[C]//Proceedings of 2017 International Conference on Rehabilitation Robotics. London, UK, 2017. [7] LLOYD D G, BUCHANAN T S. A model of load sharing between muscles and soft tissues at the human knee during static tasks[J]. Journal of biomechanical engineering, 1996, 118(3): 367–376. [8] MCGILL S M. A myoelectrically based dynamic three-di￾mensional model to predict loads on lumbar spine tissues during lateral bending[J]. Journal of biomechanics, 1992, 25(4): 395–414. [9] 郭伟, 杨丛为, 邓静, 等. 外骨骼机器人系统中人体下肢 关节力矩动态解算 [J]. 机械与电子, 2015(10): 71–75. GUO Wei, YANG Cong Wei, DENG Jing, et al. Dynam￾ic solution of the lower extremity joint torques in man￾machine system of lower extremity exoskeleton[J]. Ma￾chinery & electronics, 2015(10): 71–75. [10] SONG Jialei, ZHONG Yong, LUO Haoxiang, et al. Hy￾drodynamics of larval fish quick turning: a computational study[J]. Proceedings of the institution of mechanical en￾gineers, part C: journal of mechanical engineering sci￾ence, 2018, 232(14): 2515–2523. [11] ZAJAC F E. Muscle and tendon: properties, models, scal￾ing, and application to biomechanics and motor control[J]. Critical reviews in biomedical engineering, 1989, 17(4): 359–411. [12] HUXLEY A F. Muscle structure and theories of contrac￾tion[J]. Progress in biophysics and biophysical chemistry, 1957, 7: 255–318. [13] HUXLEY A F, SIMMONS R M. Proposed mechanism of force generation in striated muscle[J]. Nature, 1971, 233(5321): 533–538. [14] ZAHALAK G I. A comparison of the mechanical behavi￾or of the cat soleus muscle with a distribution-moment model[J]. Journal of biomechanical engineering, 1986, 108(2): 131–140. [15] ZAHALAK G I. The two-state cross-bridge model of muscle is an asymptotic limit of multi-state models[J]. Journal of theoretical biology, 2000, 204(1): 67–82. [16] HILL A V. The heat of shortening and the dynamic con￾stants of muscle[J]. Proceedings of the royal society B: biological sciences, 1938, 126(843): 136–195. [17] HAN Jianda, DING Qichuan, XIONG Anbin, et al. A state-space EMG model for the estimation of continuous joint movements[J]. IEEE transactions on industrial elec￾tronics, 2015, 62(7): 4267–4275. [18] BUCHANAN T S, LLOYD D G, MANAL K, et al. Neur￾omusculoskeletal modeling: estimation of muscle forces and joint moments and movements from measurements of neural command[J]. Journal of applied biomechanics, 2004, 20(4): 367–395. [19] MURRAY W M, BUCHANAN T S, DELP S L. The iso￾metric functional capacity of muscles that cross the el￾bow[J]. Journal of biomechanics, 2000, 33(8): 943–952. [20] CROUCH D L, HUANG He. Musculoskeletal model pre￾dicts multi-joint wrist and hand movement from limited [21] ·200· 智 能 系 统 学 报 第 15 卷
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