TY - JOUR
T1 - An Intelligent Body Posture Analysis Model Using Multi-Sensors for Long-Term Physical Rehabilitation
AU - Lai, Chin Feng
AU - Hwang, Ren Hung
AU - Lai, Ying Hsun
N1 - Publisher Copyright:
© 2017, Springer Science+Business Media New York.
PY - 2017/4/1
Y1 - 2017/4/1
N2 - Sensors can be installed on various body parts to provide information for computer diagnosis to identify the current body state. However, as human posture is subject to gravity, the direction of the force on each limb differs. For example, the directions of gravitational force on legs and trunk differ. In addition, each person’s height and structure of limbs differs, hence, the acceleration and rotation resulted from such differences on force and length of the limbs of a person in motion would be different, and be presented by cases of different postures. Thus, how to present body postures through skeleton system equations, and achieve an long-term physical rehabilitation, according to the different limb characteristics of each person, is a challenging research issue. This paper proposes a novel scheme named as “Intelligent Body Posture Analysis Model”, which uses multiple acceleration sensors and gyroscopes to detect body motion patterns. The effectiveness of the proposed scheme is proved by conducting a large number of practical experiments and tests.
AB - Sensors can be installed on various body parts to provide information for computer diagnosis to identify the current body state. However, as human posture is subject to gravity, the direction of the force on each limb differs. For example, the directions of gravitational force on legs and trunk differ. In addition, each person’s height and structure of limbs differs, hence, the acceleration and rotation resulted from such differences on force and length of the limbs of a person in motion would be different, and be presented by cases of different postures. Thus, how to present body postures through skeleton system equations, and achieve an long-term physical rehabilitation, according to the different limb characteristics of each person, is a challenging research issue. This paper proposes a novel scheme named as “Intelligent Body Posture Analysis Model”, which uses multiple acceleration sensors and gyroscopes to detect body motion patterns. The effectiveness of the proposed scheme is proved by conducting a large number of practical experiments and tests.
KW - Body posture analysis model
KW - Intelligent healthcare system
KW - Long-term physical rehabilitation
UR - http://www.scopus.com/inward/record.url?scp=85015667367&partnerID=8YFLogxK
U2 - 10.1007/s10916-017-0708-5
DO - 10.1007/s10916-017-0708-5
M3 - Article
C2 - 28293869
AN - SCOPUS:85015667367
VL - 41
JO - Journal of Medical Systems
JF - Journal of Medical Systems
SN - 0148-5598
IS - 4
M1 - 71
ER -