DocumentCode :
3017971
Title :
Intelligent vibrotactile biofeedback system for real-time postural correction on perturbed surfaces
Author :
Gopalai, Alpha A. ; Senanayake, S. M. N. Arosha ; Lim, Kheng-Hwee
Author_Institution :
Dept. of Electr. & Comput. Eng., Curtin Univ., Miri, Malaysia
fYear :
2012
fDate :
27-29 Nov. 2012
Firstpage :
973
Lastpage :
978
Abstract :
Biofeedbacks delivery during rehabilitation have been known to improve postural control and shorten rehabilitation periods. A biofeedback system communicates with the human central nervous system (CNS) through a variety of feedback modalities. Among the many available modalities vibrotactile feedback devices are gaining much attention. This is due to their desirable characteristics and simplistic manner of presenting information to the CNS. An intelligent biofeedback system integrated with wireless sensors for monitoring postural control during rehabilitation was hypothesized to shorten rehabilitation periods. This work presents the design of a postural control measuring device integrated with real-time intelligent biofeedback for postural correction. The system integrates three modules: (a) inertial measurement units (IMUs), (b) fuzzy knowledge base, and (c) feedback driver circuit. Human posture is measured using Euler angular measurements from the IMUs. A fuzzy inference system (FIS) was used to determine quality of postural control, based on measurements from the IMUs. Forewarning of poor postural control is given by vibrotactile actuators (biofeedback). Experiments were conducted to test viability of the system in achieving accurate real-time measurements and interventions. The results observed improvements in postural control when biofeedback intervention was present.
Keywords :
angular measurement; biomedical measurement; body sensor networks; computerised instrumentation; force feedback; fuzzy reasoning; haptic interfaces; inertial systems; intelligent actuators; knowledge based systems; neurophysiology; patient monitoring; patient rehabilitation; position control; Euler angular measurements; FIS; IMU; biofeedbacks delivery; feedback driver circuit; feedback modalities; fuzzy inference system; fuzzy knowledge base; human CNS; human central nervous system; human posture measurement; inertial measurement units; intelligent vibrotactile biofeedback system; perturbed surfaces; postural control measuring device design; postural control monitoring; real-time measurements; real-time postural correction; rehabilitation periods; vibrotactile actuators; vibrotactile feedback devices; wireless sensors; Belts; Biological control systems; Biomedical monitoring; Humans; Monitoring; Real-time systems; Sensors; Biofeedback; Postural Control; Rehabilitation; Vibrotactile; Wearable Sensors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2012 12th International Conference on
Conference_Location :
Kochi
ISSN :
2164-7143
Print_ISBN :
978-1-4673-5117-1
Type :
conf
DOI :
10.1109/ISDA.2012.6416671
Filename :
6416671
Link To Document :
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