Title :
A wearable low-cost device based upon Force-Sensing Resistors to detect single-finger forces
Author :
Castellini, Claudio ; Ravindra, Vikram
Author_Institution :
Robot. & Mechatron. Center, DLR (German Aerosp. Center), Oberpfaffenhofen, Germany
Abstract :
In rehabilitation robotics it is highly desirable to find novel human-machine interfaces for the disabled, in particular to substitute or augment surface electromyography (sEMG), trying to keep at the same time its easiness of use, precision and non-invasiveness. In this paper we design and demonstrate one such device, based upon Force-Sensing Resistors (FSRs). An array of 10 FSRs was wrapped around the proximal section of the forearm of ten intact subjects engaged in pressing on an accurate force sensor with their fingers (this includes the rotation of the thumb). The FSRs would detect the forearm surface deformations induced by muscle activity; the signals provided by the FSRs were then matched to the recorded forces. The experimental results show that finger forces can be predicted using this device with the same accuracy obtained in literature using sEMG. The device, even as an academic prototype, weighs about 65 grams and costs around 50 EUR. Thus, it is remarkably light and cheap in comparison to standard sEMG electrode arrays.
Keywords :
dexterous manipulators; electromyography; force control; force sensors; human-robot interaction; medical robotics; patient rehabilitation; FSR; force sensor; force-sensing resistors; forearm surface deformation; human-machine interfaces; rehabilitation robotics; sEMG electrode arrays; single-finger force detection; surface electromyography; wearable low-cost device; Force; Force sensors; Resistors; Support vector machines; Testing; Training;
Conference_Titel :
Biomedical Robotics and Biomechatronics (2014 5th IEEE RAS & EMBS International Conference on
Conference_Location :
Sao Paulo
Print_ISBN :
978-1-4799-3126-2
DOI :
10.1109/BIOROB.2014.6913776