Functional Electrical Stimulation Closed-Loop Strategy Using Agonist-Antagonist Muscles for Controlling Lower Limb Movements

被引:0
作者
Souza, D. C. [1 ,3 ]
Palma, J. C. [2 ]
Starke, R. A. [3 ]
Nogueira-Neto, G. N. [2 ]
Nohama, P. [1 ,2 ]
机构
[1] Univ Tecnol Fed Parana, Curitiba, Parana, Brazil
[2] Pontificia Univ Catolica Parana, Rua Imaculada Conceicao,1155 Prado Velho, BR-80215901 Curitiba, Parana, Brazil
[3] Inst Fed Santa Catarina, Florianopolis, SC, Brazil
来源
XXVII BRAZILIAN CONGRESS ON BIOMEDICAL ENGINEERING, CBEB 2020 | 2022年
关键词
Functional electrical stimulation; Closed-loop strategy; Lower limb; Movement control;
D O I
10.1007/978-3-030-70601-2_57
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Functional electrical stimulation (FES) has been used to rehabilitate people with spinal cord injury (SCI) because it allows the control of functional movements. This work presents a knee extension control strategy that uses closed-loop FES to produce controlled functional movements in people with SCI, operating on the agonist and antagonist muscle groups of the leg. The system involved a Raspberry Pi PI controller and an Atmega328 signal generator. The frequency response method has helped to find stable values to two adjustable parameters of the controller. A low-pass filter represented the volunteer's leg. Stimulation on the quadriceps muscle group (agonist) and quadriceps combined with hamstrings muscle group (antagonist) were tested, and the latter allowed a more effective muscle control. The simplicity of the plant and the controller resulted in some undesirable behaviors such as oscillations, which could be circumvented by the variety of parameters made available by the frequency response method.
引用
收藏
页码:365 / 371
页数:7
相关论文
共 12 条
[1]   Electrical stimulation:: Can it increase muscle strength and reverse osteopenia in spinal cord injured individuals? [J].
Bélanger, M ;
Stein, RB ;
Wheeler, GD ;
Gordon, T ;
Leduc, B .
ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION, 2000, 81 (08) :1090-1098
[2]  
Bo A, 2012, 23 CONGRESSO BRASILE, P622
[3]  
Chen Chi-Tsong., 2006, Analog and Digital Control System Design: Transfer-Function, State-space, and Algebraic Methods
[4]   Development of a circuit for functional electrical stimulation [J].
Cheng, KWE ;
Lu, Y ;
Tong, KY ;
Rad, AB ;
Chow, DHK ;
Sutanto, D .
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2004, 12 (01) :43-47
[5]   The effect of random modulation of functional electrical stimulation parameters on muscle fatigue [J].
Graham, GM ;
Thrasher, TA ;
Popovic, MR .
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2006, 14 (01) :38-45
[6]  
Haibin Wang, 2012, Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics (ROBIO), P1906, DOI 10.1109/ROBIO.2012.6491246
[7]  
Lynch CL, 2012, IEEE ENG MED BIO, P1843, DOI 10.1109/EMBC.2012.6346310
[8]  
Masdar A, 2013, 2013 IEEE 9TH INTERNATIONAL COLLOQUIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS (CSPA), P161, DOI 10.1109/CSPA.2013.6530034
[9]   Adaptive Terminal Sliding Mode Control of Ankle Movement Using Functional Electrical Stimulation of Agonist-Antagonist Muscles [J].
Nekoukar, Vahab ;
Erfanian, Abbas .
2010 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2010, :5448-5451
[10]   A method for positioning electrodes during surface EMG recordings in lower limb muscles [J].
Rainoldi, A ;
Melchiorri, G ;
Caruso, I .
JOURNAL OF NEUROSCIENCE METHODS, 2004, 134 (01) :37-43