Temporal localization of upper extremity bilateral synergistic coordination using wearable accelerometers

被引:0
|
作者
Zaidi, Khadija F. [1 ]
Wei, Qi [1 ]
机构
[1] George Mason Univ, Dept Bioengn, Fairfax, VA 22030 USA
来源
PEERJ | 2024年 / 12卷
关键词
Upper extremity; Accelerometry; Coordination; Movement analysis; Age-related differences; Bilateral coordination; Movement synergies; Procrustean distance; Motor performance; AGE-RELATED MODIFICATIONS; OLDER-ADULTS; MUSCLE SYNERGIES; ASYMMETRY; MOVEMENTS;
D O I
10.7717/peerj.17858
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background. The human upper extremity is characterized by inherent motor abundance, allowing a diverse array of tasks with agility and adaptability. Upper extremity functional limitations are a common sequela to Stroke, resulting in pronounced motor and sensory impairments in the contralesional arm. While many therapeutic interventions focus on rehabilitating the weaker arm, it is increasingly evident that it is necessary to consider bimanual coordination and motor control. Methods. Participants were recruited to two groups differing in age (Group 1 (n = 10): 23.4 +/- 2.9 years, Group 2 (n = 10): 55.9 +/- 10.6 years) for an exploratory study on the use of accelerometry to quantify bilateral coordination. Three tasks featuring coordinated reaching were selected to investigate the acceleration of the upper arm, forearm, and hand during activities of daily living (ADLs). Subjects were equipped with acceleration and inclination sensors on each upper arm, each forearm, and each hand. Data was segmented in MATLAB to assess inter-limb and intra-limb coordination. Inter-limb coordination was indicated through dissimilarity indices and temporal locations of congruous movement between upper arm, forearm, or hand segments of the right and left limbs. Intra-limb coordination was likewise assessed between upper arm-forearm, upper arm-hand, and forearm-hand segment pairs of the dominant limb. Findings. Acceleration data revealed task-specific movement features during the three distinct tasks. Groups demonstrated diminished similarity as task complexity increased. Groups differed significantly in the hand segments during the buttoning task, with Group 1 showing no coordination in the hand segments during buttoning, and strong coordination in reaching each button with the upper arm and forearm guiding extension. Group 2's dissimilarity scores and percentages of similarity indicated longer periods of inter-limb coordination, particularly towards movement completion. Group 1's dissimilarity scores and percentages of similarity indicated longer periods of intralimb coordination, particularly in the coordination of the upper arm and forearm segments. Interpretation. The Expanding Procrustes methodology can be applied to compute objective coordination scores using accessible and highly accurate wearable acceleration sensors. The findings of task duration, angular velocity, and peak roll angle are supported by previous studies finding older individuals to present with slower movements, reduced movement stability, and a reduction of laterality between the limbs. The theory of a shift towards ambidexterity with age is supported by the finding of greater interlimb coordination in the group of subjects above the age of thirty-five. The group below the age of thirty was found to demonstrate longer periods of intra-limb coordination, with upper arm and forearm coordination emerging as a possible explanation for the demonstrated greater stability.
引用
收藏
页数:41
相关论文
共 22 条
  • [21] A metric for upper extremity functional range of motion analysis in long-term stroke recovery using wearable motion sensors and posture cubics
    Derungs, Adrian
    Schuster-Amft, Corina
    Amft, Oliver
    2018 IEEE 15TH INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI) AND THE WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN), 2018, : 17 - 20
  • [22] "Remind-to-Move" for Promoting Upper Extremity Recovery Using Wearable Devices in Subacute Stroke: A Multi-Center Randomized Controlled Study
    Wei, Wayne X. J.
    Fong, Kenneth N. K.
    Chung, Raymond C. K.
    Cheung, Hobby K. Y.
    Chow, Eddie S. L.
    IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2019, 27 (01) : 51 - 59