Published

2021-01-21

Fuzzy Logic Control for a Soft Exoskeleton Glove Using a Motor-Tendon Actuator

Control de lógica difusa para un guante de exoesqueleto suave que utiliza un actuador motor-tendón

DOI:

https://doi.org/10.15446/ing.investig.v41n1.81531

Keywords:

Fuzzy logic control, Soft exoskeleton, Assistive device, Motor-tendon actuator (en)
Control lógica difusa, exoesqueleto blando, dispositivo de asistencia, actuador motor-tendón (es)

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Authors

  • Joga Dharma Setiawan Universitas Diponegoro Indonesia
  • Mochammad Ariyanto Diponegoro University
  • Sri Nugroho Diponegoro University
  • Rifky Ismail Diponegoro University
  • Tedi Purbayanto Diponegoro University
  • Haeryip Sihombing Universiti Teknikal Malaysia Melaka (UTeM)

A hand is one of the essential limbs on the human body that is used for daily activities. The aim of this research is to develop a soft exoskeleton hand to assist people with hand deterioration. The developed exo-glove is made of low-cost RTV (room-temperature vulcanizing) silicone rubber with a motor-tendon actuation system that produces the flexion and extension motion. Here, the actuator converts rotation motion into linear motion from DC motor, while a potentiometer sensor is utilized to measure the rotation angle on the actuator system, in which fuzzy logic control (FLC) is employed for controlling the motion of the proposed motor-tendon actuator. To validate the function and mechanism of the developed soft exoskeleton glove, testing was conducted towards the FLC performance on the healthy human hand for various object grasping tests. Based on the test results, this study shows that the soft glove can be implemented on the human hand as an assistive device.

La mano es una de las extremidades más importantes del cuerpo humano que se utiliza para actividades de la vida diaria. El objetivo de esta investigación es desarrollar una mano exoesqueleto suave para ayudar a las personas con la mano deteriorada. El exo-guante desarrollado está hecho de caucho de silicona RTV (vulcanización a temperatura ambiente) de bajo costo con un sistema de accionamiento motor-tendón que produce el movimiento de flexión y extensión. Aquí, el actuador convierte el movimiento de rotación en movimiento lineal del motor de DC, mientras que se utiliza un sensor de potenciómetro para medir el ángulo de rotación en el sistema del actuador, en el que se utiliza el control lógico difuso (FLC) para controlar el movimiento del actuador motor-tendón propuesto. Para validar la función y el mecanismo del exo-guante blando desarrollado se realizaron pruebas para lograr el rendimiento de FLC en la mano humana sana en varias pruebas de agarre de objetos. Según los resultados de la prueba, este estudio muestra que el guante blando se puede implementar en la mano humana como un dispositivo de asistencia.

References

Balciunas, A., Murphy, P., and Zdonbinski, Z. (2019). Viability and function of myoelectric prosthetics as compared to passive, body-powered, and electrically powered prosthetics. First-Year Conference Paper, University of Pittsburgh, Swanson School of Engineering, 3 August 2019.

Birnbaumm, I. (2016). The 'Maserati of Microprocessor Prosthetics' Costs $120,000. https://www.vice.com/en_us/article/jpgagx/luxury-prosthetics

Geethanjali, P. (2016). Myoelectric control of prosthetic hands: state-of-the-art review. Medical Device (Auckland), 9, 247-255. https://doi.org/10.2147/MDER.S91102

Gearhart, C. J., Varone, B., Stella, M. H., and BuSha, B. F. (2016). An effective 3-fingered augmenting exoskeleton for the human hand. In IEEE (Eds.) 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (pp. 590-593). New York, NY: IEEE. https://doi.org/10.1109/EMBC.2016.7590771

Hadi, A., Alipour, K., Kazeminasab, S., and Elahinia, M. (2018). ASR glove: A wearable glove for hand assistance and rehabilitation using shape memory alloys. Journal of Intelligent Material Systems and Structures, 29(8),1575–1585. https://doi.org/10.1177/1045389X17742729

Hill., S., and Krug, E. (2017). Standards for Prosthetics and Orthotics. World Health Organization. https://apps.who.int/iris/-bitstream/handle/10665/259209/9789241512480-part1-eng.pdf

Ho, N. S., Ton, K. Y., Hu, X. L., Fung, K/L., Wei, X. J., Rong, W., and Susanto, E. A. (2011). An EMG-driven exoskeleton hand robotic training device on chronic stroke subjects: Task training system for stroke rehabilitation. In IEEE (Eds.) IEEE International Conference on Rehabilitation Robotics (pp. 1-5). New York, NY: IEEE. https://doi.org/10.1109/ICORR.2011.5975340

In, H., Kang, B. B., Sin, M. K., and Cho, K. J. (2015). Exo-Glove: A wearable robot for the hand with a soft tendon routing system. IEEE Robotics & Automation Magazine, 22(1), 97-105. https://doi.org/10.1109/MRA.2014.2362863

Ismail, R., Ariyanto, M., Pambudi, K. A., Syafei, J. W., and Ananto, G. P. (2017). Extra robotic thumb and exoskeleton robotic fingers for patient with hand function disability. In IEEE (Eds.) 4th International Conference in Electrical Engineering, Computer Science and Informatics (EECSI) (pp. 1-6). New York, NY: IEEE. https://doi.org/10.1109/EECI.2017.8239166

Kamikawa Y., and Maeno T. (2008). Underactuated five-finger prosthetic hand inspired by grasping force distribution of humans. In IEEE (Eds.) IEEE/RSJ International Conference on Intelligent Robots and Systems (pp. 22–26). New York, NY: IEEE. https://doi.org/10.1109/IROS.2008.4650628

Kim, B., In, H., Lee, D. Y., and Cho, K. J. (2017). Development and assessment of a hand assist device: GRIPIT. Journal of NeuroEngineering and Rehabilitation, 14(1), 15. https://doi.org/10.1186/s12984-017-0223-4

Ku, I., Lee, G. K., Park, C. H., Lee, J., and Jeong, E. (2019). Clinical outcomes of a low-cost single-channel myoelectric-interface three-dimensional hand prosthesis. Archieves of Plastic Surgery, 46(4), 303-310. https://doi.org/10.5999/aps.2018.01375

Marks, L. J., and Michael, J. W., (2001). Clinical Review. BMJ, 232(September), 732-735. https://doi.org/10.1136/bmj.323.7315.732

Polygerinos, P., Lyne, S., Wang, Z., Fernando, L., Mosadegh, B., Whitesides, G. M., and Walsh, C. J. (2013). Towards a soft pneumatic glove for hand rehabilitation. Paper presented at the 26th IEEE/RSJ International Conference on Intelligent Robots and Systems: New Horizon, IROS 2013- Tokyo, Japan. https://doi.org/10.1109/IROS.2013.6696549

Pu, S. W., Chang, J. Y., Pei, Y. C., Kuo, C. C., and Wang, M. J., (2016). Anthropometry-based structural design of a hand exoskeleton for rehabilitation. In IEEE (Eds.) 23rd International Conference on Mechatronics and Machine Vision in Practice (M2VIP) (pp. 1-6). New York, NY: IEEE. https://doi.org/10.1109/M2VIP.2016.7827282

Randazzo, L., Iturrate, I., Perdikis, S., and Millán, J. d.R (2018). Mano: A wearable hand exoskeleton for activities of daily living and neurorehabilitation. IEEE Robotics and Automation Letters, 3(1), 500-507. https://doi.org/10.1109/LRA.2017.2771329

Ribeiro, J., Mota, F., Cavalcante, T., Nogueira, I., Gondim, V., Albuquerque, V., and Alexandria, A. (2019). Analysis of man-machine interfaces in upper-limb prosthesis: A review. Robotics, 8, 16, 1-17. https://doi.org/10.3390/robotics8010016

Setiawan, J. D., Ariyanto, M., Nugroho Sri., Munadi M., and Ismail R. (2020). A soft exoskeleton glove incorporating motor-tendon actuator for hand movements assistance. International Review of Automatic Control, 13(1), 1-11. https://doi.org/10.15866/ireaco.v13i1.18274

Slade, P., Akhtar, A., Nguyen, M., and Bretl, T. (2015). Tact: Design and performance of an open-source, affordable, myoelectric prosthetic hand. In IEEE (Eds.) IEEE International Conference on Robotics and Automation (ICRA) (pp. 6451-6456). New York, NY: IEEE. https://doi.org/10.1109/ICRA.2015.7140105

Sreenivasan, N., Gutiérrez, D. F. U., Bifulco, P., Cesarelli, M., Gunawardana, U., and Gargiulo, G. D. (2018). Towards ultra low-cost myoactivated prostheses. BioMed Research International, 2018, 9634184. https://doi.org/10.1155/2018/9634184

Villoslada, A., Flores, A., Copaci, D., Blanco, D., and Moreno, L., (2015). High-displacement flexible shape memory alloy actuator for soft wearable robots. Robotics and Autonomous Systems, 73, 91-101. https://doi.org/10.1016/j.robot.2014.09.026

Wang, B., McDaid, A., Aw, K. C., and Biglari-Abhari, M. (2017). Design and development of a skinny bidirectional soft glove for post-stroke hand rehabilitation. Paper presented at the Intelligent Systems Conference (IntelliSys). https://doi.org/10.1109/IntelliSys.2017.8.324248

Yap, H. K., Goh, J. C. H., and Yeow, R. C. H. (2015). Design and characterization of soft actuator for hand rehabilitation application. In Lacković, I., and Vasic, D., (Eds). 6th European Conference of the International Federation for Medical and Biological Engineering (vol. 45, pp. 367-370). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-319-11128-5_92

Yap, H. K., Ang, B. W. K., Lim, J. H., Goh, J. C. H., and Yeow, C. H. (2016). A fabric-regulated soft robotic glove with user intent detection using EMG and RFID for hand assistive application. In IEEE (Eds.) IEEE International Conference on Robotic and Automation (ICRA) (pp. 3537-3542). New York, NY: IEEE. https://doi.org/10.1109/ICRA.2016.7487535

Yoshikawa, M., Sato, R., Higashihara, T., Ogasawara, T., and Kawashima, N. (2015). Rehand: Realistic electric prosthetic hand created with a 3D printer. In IEEE (Eds.) 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (pp. 2470-2473). New York, NY: IEEE. https://doi.org/10.1109/EMBC.2015.7318894

Yun, S. S., Kang, B. B., and Cho, K. J. (2017). Exo-Glove PM: An easily customizable modularized pneumatic assistive glove. IEEE Robotics and Automation Letters, 2(3), 1725-1732. https://doi.org/10.1109/LRA.2017.2678545

How to Cite

APA

Setiawan, J. D., Ariyanto, M., Nugroho, S. ., Ismail, R. ., Purbayanto, T. & Sihombing, H. (2021). Fuzzy Logic Control for a Soft Exoskeleton Glove Using a Motor-Tendon Actuator. Ingeniería e Investigación, 41(1), e81531. https://doi.org/10.15446/ing.investig.v41n1.81531

ACM

[1]
Setiawan, J.D., Ariyanto, M., Nugroho, S. , Ismail, R. , Purbayanto, T. and Sihombing, H. 2021. Fuzzy Logic Control for a Soft Exoskeleton Glove Using a Motor-Tendon Actuator. Ingeniería e Investigación. 41, 1 (Jan. 2021), e81531. DOI:https://doi.org/10.15446/ing.investig.v41n1.81531.

ACS

(1)
Setiawan, J. D.; Ariyanto, M.; Nugroho, S. .; Ismail, R. .; Purbayanto, T.; Sihombing, H. Fuzzy Logic Control for a Soft Exoskeleton Glove Using a Motor-Tendon Actuator. Ing. Inv. 2021, 41, e81531.

ABNT

SETIAWAN, J. D.; ARIYANTO, M.; NUGROHO, S. .; ISMAIL, R. .; PURBAYANTO, T.; SIHOMBING, H. Fuzzy Logic Control for a Soft Exoskeleton Glove Using a Motor-Tendon Actuator. Ingeniería e Investigación, [S. l.], v. 41, n. 1, p. e81531, 2021. DOI: 10.15446/ing.investig.v41n1.81531. Disponível em: https://revistas.unal.edu.co/index.php/ingeinv/article/view/81531. Acesso em: 22 mar. 2026.

Chicago

Setiawan, Joga Dharma, Mochammad Ariyanto, Sri Nugroho, Rifky Ismail, Tedi Purbayanto, and Haeryip Sihombing. 2021. “Fuzzy Logic Control for a Soft Exoskeleton Glove Using a Motor-Tendon Actuator”. Ingeniería E Investigación 41 (1):e81531. https://doi.org/10.15446/ing.investig.v41n1.81531.

Harvard

Setiawan, J. D., Ariyanto, M., Nugroho, S. ., Ismail, R. ., Purbayanto, T. and Sihombing, H. (2021) “Fuzzy Logic Control for a Soft Exoskeleton Glove Using a Motor-Tendon Actuator”, Ingeniería e Investigación, 41(1), p. e81531. doi: 10.15446/ing.investig.v41n1.81531.

IEEE

[1]
J. D. Setiawan, M. Ariyanto, S. . Nugroho, R. . Ismail, T. Purbayanto, and H. Sihombing, “Fuzzy Logic Control for a Soft Exoskeleton Glove Using a Motor-Tendon Actuator”, Ing. Inv., vol. 41, no. 1, p. e81531, Jan. 2021.

MLA

Setiawan, J. D., M. Ariyanto, S. . Nugroho, R. . Ismail, T. Purbayanto, and H. Sihombing. “Fuzzy Logic Control for a Soft Exoskeleton Glove Using a Motor-Tendon Actuator”. Ingeniería e Investigación, vol. 41, no. 1, Jan. 2021, p. e81531, doi:10.15446/ing.investig.v41n1.81531.

Turabian

Setiawan, Joga Dharma, Mochammad Ariyanto, Sri Nugroho, Rifky Ismail, Tedi Purbayanto, and Haeryip Sihombing. “Fuzzy Logic Control for a Soft Exoskeleton Glove Using a Motor-Tendon Actuator”. Ingeniería e Investigación 41, no. 1 (January 1, 2021): e81531. Accessed March 22, 2026. https://revistas.unal.edu.co/index.php/ingeinv/article/view/81531.

Vancouver

1.
Setiawan JD, Ariyanto M, Nugroho S, Ismail R, Purbayanto T, Sihombing H. Fuzzy Logic Control for a Soft Exoskeleton Glove Using a Motor-Tendon Actuator. Ing. Inv. [Internet]. 2021 Jan. 1 [cited 2026 Mar. 22];41(1):e81531. Available from: https://revistas.unal.edu.co/index.php/ingeinv/article/view/81531

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CrossRef citations6

1. Rifky Ismail, Mochammad Ariyanto, Joga D. Setiawan, Taufik Hidayat, Paryanto, Limbang K. Nuswantara. (2024). Design and testing of fabric-based portable soft exoskeleton glove for hand grasping assistance in daily activity. HardwareX, 18, p.e00537. https://doi.org/10.1016/j.ohx.2024.e00537.

2. Jingxin Lu, Kai Guo, Hongbo Yang. (2023). Dynamic Analysis and Experimental Study of Lasso Transmission for Hand Rehabilitation Robot. Micromachines, 14(4), p.858. https://doi.org/10.3390/mi14040858.

3. Monica Tiboni, Alberto Borboni, Fabien Vérité, Chiara Bregoli, Cinzia Amici. (2022). Sensors and Actuation Technologies in Exoskeletons: A Review. Sensors, 22(3), p.884. https://doi.org/10.3390/s22030884.

4. Tania Barreda-Galvez, Dana Terrazas-Rodas. (2023). Novel Technologies of Exoskeleton Systems Applied to Rehabilitation for Hand Therapies: A Technological Review. 2023 International Seminar on Intelligent Technology and Its Applications (ISITIA). , p.328. https://doi.org/10.1109/ISITIA59021.2023.10221151.

5. Dedong Tang, Xin Lv, Yongde Zhang, Lingzhi Qi, Chengcheng Shen, Wenshuo Shen. (2024). A Review on Soft Exoskeletons for Hand Rehabilitation. Recent Patents on Engineering, 18(4) https://doi.org/10.2174/1872212118666230525145443.

6. S. Nithya, V. Seethalakshmi, S. Amrudhavarshini, K. Anandhi, R. Aswin, S. Indhumathi. (2024). Smart hand rehabilitation glove with assistive grasping capabilities. THE FIFTH SCIENTIFIC CONFERENCE FOR ELECTRICAL ENGINEERING TECHNIQUES RESEARCH (EETR2024). THE FIFTH SCIENTIFIC CONFERENCE FOR ELECTRICAL ENGINEERING TECHNIQUES RESEARCH (EETR2024). 3232, p.030009. https://doi.org/10.1063/5.0236573.

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