Title :
Towards the prevention of pressure ulcers with a wearable patient posture monitor based on adaptive accelerometer alignment
Author :
Dhillon, M.S. ; McCombie, Scott A. ; McCombie, Devin B.
Author_Institution :
Res. Group, Sotera Wireless, San Diego, CA, USA
fDate :
Aug. 28 2012-Sept. 1 2012
Abstract :
Pressure ulcers are a serious problem affecting over a million patients every year. Despite accepted guidelines for assessing and repositioning high-risk patients, the prevalence of pressure ulcers continues to rise. This paper presents a wearable, wireless vital sign monitor capable of continuously measuring the duration and orientation of a patient´s posture throughout the patient´s stay in a hospital. Patient posture is determined using a tri-axial accelerometer attached to a patient´s torso. A novel set of algorithms are used to process the accelerometer signals to adaptively identify accelerometer alignment on the patient, calculate patient spine angle, and classify patient orientation. A unique pressure ulcer risk index based on these variables is presented to assess a patient´s risk for developing pressure ulcers. Experimental results from an 18 subject trial are also presented.
Keywords :
accelerometers; biomechanics; body sensor networks; medical disorders; medical signal processing; spatial variables measurement; accelerometer signal processing; adaptive accelerometer alignment; high risk pressure ulcer patients; patient posture duration measurement; patient posture orientation measurement; pressure ulcer prevention; pressure ulcer risk index; triaxial accelerometer; wearable patient posture monitor; wearable wireless vital sign monitor; Accelerometers; Biomedical monitoring; Mobile communication; Monitoring; Torso; Vectors; Wireless communication; Acceleration; Actigraphy; Adult; Algorithms; Diagnosis, Computer-Assisted; Equipment Design; Equipment Failure Analysis; Feedback; Humans; Monitoring, Ambulatory; Posture; Pressure Ulcer; Reproducibility of Results; Risk Assessment; Sensitivity and Specificity; Vital Signs; Young Adult;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6346970