The identification and control of a finger exoskeleton for grasping rehabilitation

This paper evaluates the efficacy of different classical control architectures in performing grasping motion. The exoskeleton system was obtained via system identification method in which the input and output data was measured by means of current sensor (ACS712) and encoder attached to a DC geared m...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Zahari, Taha, Muhammad Muaz, Alim, Anwar, P. P. Abdul Majeed, Muhammad Aizzat, Zakaria, Mohd Azraai, Mohd Razman, Mohd Ali Hanafiah, Shaharudin, M. H. A., Hassan
مؤلفون آخرون: Mohd Hasnun Ariff, Hassan
التنسيق: فصل الكتاب
اللغة:English
English
منشور في: Springer Singapore 2018
الموضوعات:
الوصول للمادة أونلاين:http://umpir.ump.edu.my/id/eprint/21163/7/Identification%20and%20Control%20of%20a%20finger%20exoskeleton-fkp-2018-1.pdf
http://umpir.ump.edu.my/id/eprint/21163/13/book41%20The%20identification%20and%20control%20of%20a%20finger%20exoskeleton%20for%20grasping%20rehabilitation.pdf
http://umpir.ump.edu.my/id/eprint/21163/
https://doi.org/10.1007/978-981-10-8788-2_17
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المؤسسة: Universiti Malaysia Pahang Al-Sultan Abdullah
اللغة: English
English
الوصف
الملخص:This paper evaluates the efficacy of different classical control architectures in performing grasping motion. The exoskeleton system was obtained via system identification method in which the input and output data was measured by means of current sensor (ACS712) and encoder attached to a DC geared motor (SPG30e-270k). The data obtained is split with a ratio of 70:30 for estimation and validation, respectively. The transfer function of the system is evaluated by varying the number of poles and zeros that are able to fit well with validation data. The performance of the classical P, PI, PD and PID control techniques were then evaluated in its ability to track the desired trajectory. It was demonstrated from the study that the PID controller provides the least steady state error as well as a reasonably fast settling time.