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Voltage compensation based calibration measurement of 3D-acceleration transducer in fall detection system for the elderly
- Source :
- EMBC
- Publication Year :
- 2015
-
Abstract
- The fall detection algorithm, which can recognize the fall of human body by collecting the acceleration signals in different directions of the body, is an important part of fall detection system for the elderly. The system, however, may have errors during analyzing the acceleration signal, due to that the coordinate system of the transducer does not coincide with the one of human motion. Furthermore, voltage variation of the battery also influences the accuracy of the acceleration signal. Therefore, in this paper, a fall detection system based on the 3D-acceleration transducer MMA7260 is designed, which can calibrate the acceleration data through compensation of voltage and transformation of coordinates. Experiments illustrated that the proposed method can accurately transform the collected data from the coordinate system of the transducer to that of the human motion, and can recognize various postural changes in the course of the motion of human body. Language: en
- Subjects :
- Engineering
business.industry
Health Services for the Aged
Acoustics
Movement
Coordinate system
Acceleration
Transducers
food and beverages
Poison control
Monitoring, Ambulatory
Signal
Compensation (engineering)
Voltage compensation
Transducer
Calibration
Humans
Accidental Falls
business
Simulation
Algorithms
Aged
Subjects
Details
- ISSN :
- 26940604
- Volume :
- 2014
- Database :
- OpenAIRE
- Journal :
- Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
- Accession number :
- edsair.doi.dedup.....c5907615b28448d99eecda1770d211b2