Department of Otolaryngology, Gifu University Graduate School of Medicine, Gifu, Japan.
Geriatr Gerontol Int. 2013 Jan;13(1):182-9. doi: 10.1111/j.1447-0594.2012.00884.x. Epub 2012 Jun 10.
A proportional-integral-derivative (PID) control has recently been used as a control algorithm of body balance. The purpose of this study was to elucidate an association of the proportional and derivative gain based on the PID control gain for balance for quiet standing with the risk factor for falls in the elderly.
The movement of a marker on the back of 23 elderly participants (age 75.6±6.6 years) was measured by our developed device with a complementary metal oxide semiconductor video camera and the trunk sway speed in the medial/lateral (M/L) direction (TSSX) was calculated as absolute values of the whole time series. The PID control gain (proportional gain: K(P), integral gain: K(I), derivative gain: K(D)) was identified using the trunk sway data, and normalized by individual height and weight (K(P)n, K(D)n and K(I)n). Individual risk factor for falls was additionally assessed with the Tinetti Performance Oriented Mobility Assessment (POMA) and the fall risk questionnaire.
The score in the POMA and the K(D)n significantly decreased with age (P<0.01). The score in the POMA showed a positive correlation with the K(D)n, and negative correlations with the TSSX and K(P)/K(D) ratios (P<0.01). The average K(D)n and the score in the POMA of fallers were significantly lower than those of non-fallers (P<0.05).
These results suggest that the decreased damping control by derivative gain for balance in the M/L direction is one of the risk factors for falls in the elderly.
比例-积分-微分(PID)控制最近已被用作身体平衡的控制算法。本研究的目的是阐明基于 PID 控制增益的比例和微分增益与老年人跌倒风险因素之间的关联。
通过我们开发的带有互补金属氧化物半导体视频摄像头的设备测量 23 名老年参与者(年龄 75.6±6.6 岁)背部标记的运动,计算中/侧向(M/L)方向的躯干摆动速度(TSSX)作为整个时间序列的绝对值。使用躯干摆动数据识别 PID 控制增益(比例增益:K(P),积分增益:K(I),微分增益:K(D)),并通过个体身高和体重进行归一化(K(P)n、K(D)n 和 K(I)n)。个体跌倒风险因素还通过 Tinetti 表现导向移动评估(POMA)和跌倒风险问卷进行评估。
POMA 评分和 K(D)n 随年龄显著降低(P<0.01)。POMA 评分与 K(D)n 呈正相关,与 TSSX 和 K(P)/K(D)比值呈负相关(P<0.01)。跌倒者的平均 K(D)n 和 POMA 评分明显低于非跌倒者(P<0.05)。
这些结果表明,M/L 方向平衡的微分增益阻尼控制降低是老年人跌倒的风险因素之一。