The development of artificial neural networks (ANN) for falls detection
N Yodpijit, T Sittiwanchai… - 2017 3rd International …, 2017 - ieeexplore.ieee.org
This paper presents the new design and development of a wearable-based fall detection
system using an Accelerometer and Gyroscope as motion sensors for detecting body
orientation and movement. The Threshold Based and Artificial Neural Networks (ANN)
algorithm were developed to differentiate between Activities of Daily Living (ADL). Results
indicated the possibility of using the new threshold-based method with ANN algorithm to
reduce the number of false positive (false alarm) outcomes and improve the accuracy of fall …
system using an Accelerometer and Gyroscope as motion sensors for detecting body
orientation and movement. The Threshold Based and Artificial Neural Networks (ANN)
algorithm were developed to differentiate between Activities of Daily Living (ADL). Results
indicated the possibility of using the new threshold-based method with ANN algorithm to
reduce the number of false positive (false alarm) outcomes and improve the accuracy of fall …
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