Title :
Differentiating assisted and unassisted bed exits using ultrasonic sensor
Author :
Pouliot, Melanie ; Joshi, Vilas ; Chauvin, Jacques ; Goubran, Rafik ; Knoefel, Frank
Author_Institution :
Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, ON, Canada
Abstract :
Monitoring bed exits is critical for establishing the mobility trend of a person. Sensors such as pressure sensitive mats have been used to monitor symmetry and timing of a sit to stand transfer to establish a mobility trend. In an uncontrolled setting, the timing and symmetry measurements for sit-to-stand transfers may be affected by friends, family and caregivers providing assistance during such transfer. It is of significant importance to differentiate assisted and unassisted transfers in order to accurately establish a mobility trend. This paper will use unobtrusive ultrasound sensors in order to monitor the presence of another person during the sit-to-stand transition. This paper will examine different sensor placements in order to optimize the detection area and minimize the undetected cases. A lab simulation was performed in a controlled setting comparing the different configurations. The optimal solution was verified in a hospital setting to maximize the detection of assisted vs. unassisted transfers. The results show an 86.2% coverage of the hospital room and an 80% successful detection rate of a third party. This allows for detection of assisted sit-to-stand transfer if the third party is present within this coverage area. We also demonstrate how passive infrared sensors (PIR) can be integrated in the proposed system to enhance room entry and exit detection.
Keywords :
infrared detectors; ultrasonic transducers; PIR; caregivers; hospital room; lab simulation; mobility trend; optimal solution; passive infrared sensors; pressure sensitive mats; room entry enhancement; sensor placements; sit-to-stand transfers; sit-to-stand transition; symmetry measurements; timing measurements; ultrasonic sensor; unassisted bed exits; unobtrusive ultrasound sensors; Acoustics; Biomedical monitoring; Distance measurement; Hospitals; Monitoring; Ultrasonic imaging; PIR; bed exits; pressure sensitive bed mats; sit-to-stand transition; ultrasound sensors;
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2012 IEEE International
Conference_Location :
Graz
Print_ISBN :
978-1-4577-1773-4
DOI :
10.1109/I2MTC.2012.6229388