Kinect V2-Based Gait Analysis for Children with Cerebral Palsy: Validity and Reliability of Spatial Margin of Stability and Spatiotemporal Variables

Sensors

Kumar Mithraratne¹  Xiangbin Wang²  Yanxin Zhang³  Yunru Ma³  Nichola Wilson⁴ 

[1] Auckland Bioengineering Institute, The University of Auckland, Auckland 1142, New Zealand;College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou 350122, China;Department of Exercise Sciences, The University of Auckland, Auckland 1142, New Zealand;Department of Surgery, The University of Auckland, Auckland 1142, New Zealand;

关键词: cerebral palsy;    spatiotemporal;    margin of stability;    reliability;    validity;    Kinect V2;   

DOI  :  10.3390/s21062104

来源: DOAJ

【 摘 要 】

Children with cerebral palsy (CP) have high risks of falling. It is necessary to evaluate gait stability for children with CP. In comparison to traditional motion capture techniques, the Kinect has the potential to be utilised as a cost-effective gait stability assessment tool, ensuring frequent and uninterrupted gait monitoring. To evaluate the validity and reliability of this measurement, in this study, ten children with CP performed two testing sessions, of which gait data were recorded by a Kinect V2 sensor and a referential Motion Analysis system. The margin of stability (MOS) and gait spatiotemporal metrics were examined. For the spatiotemporal parameters, intraclass correlation coefficient (ICC_2,k) values were from 0.83 to 0.99 between two devices and from 0.78 to 0.88 between two testing sessions. For the MOS outcomes, ICC_2,k values ranged from 0.42 to 0.99 between two devices and 0.28 to 0.69 between two test sessions. The Kinect V2 was able to provide valid and reliable spatiotemporal gait parameters, and it could also offer accurate outcome measures for the minimum MOS. The reliability of the Kinect V2 when assessing time-specific MOS variables was limited. The Kinect V2 shows the potential to be used as a cost-effective tool for CP gait stability assessment.

【 授权许可】

Unknown