Automatic individual calibration in fall detection an integrative ambulatory measurement framework

作者：Liu Jian^*; Lockhart Thurmon E

来源：Computer Methods in Biomechanics and Biomedical Engineering, 2013, 16(5): 504-510.

DOI：10.1080/10255842.2011.627329

• ambulatory measurement
• fall detection
• fall intervention
• slips and falls

The objective of the current study was to demonstrate the utility of a new integrative ambulatory measurement (IAM) framework by developing and evaluating an individual calibration function in fall detection application. Ten healthy elderly persons were involved in a laboratory study and tested in a protocol comprising various types of activities of daily living and slip-induced backward falls. Inertial measurement units attached to the trunk and thigh segments were used to measure trunk angular kinematics and thigh accelerations. The effect of individual calibration was evaluated with previously developed fall detection algorithm. The results indicated that with individual calibration, the fall detection performance achieved approximately the same level of sensitivity (100% vs. 100%) and specificity (95.25% vs. 95.65%); however, response time was significantly lower than without (249ms vs. 255ms). It was concluded that the automatic individual calibration using the IAM framework improves the performance of fall detection, which has a greater implication in preventing/minimising injuries associated with fall accidents.

• 出版日期2013-5-1
• 单位美国弗吉尼亚理工大学(Virginia Tech)