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 Walking Monitoring for Users of Standard and Front-Wheel Walkers
Tác giả hoặc Nhóm tác giả:  Duy Duong Pham ; Huu Toan Duong ; Young Soo Suh
Nơi đăng: IEEE Transactions on Instrumentation and Measurement; Số: vol. PP, no. 99;Từ->đến trang: 1-10;Năm: 2017
Lĩnh vực: Khoa học; Loại: Bài báo khoa học; Thể loại: Quốc tế
TÓM TẮT
In this paper, a walker movement monitoring system is proposed for a standard walker and a front-wheeled walker. The walking parameters (step length, step time, step speed, and total walking distance) are accurately estimated from the movement of walker to provide a statistical analysis of rehabilitation assessment. First, a movement classification algorithm is proposed to identify walking styles (continuous rolling, step-by-step rolling, two back tips lifting, and complete lifting). Based on this classification, the movement of a walker can be estimated using either two encoders (only for front-wheeled walker) or an inertial measurement unit. The accuracy of walking parameter estimation is verified through five subjects' experiments. In 20-m straight walking, the walking distance root mean square error is 0.1-0.3 m depending on walking styles.
ABSTRACT
In this paper, a walker movement monitoring system is proposed for a standard walker and a front-wheeled walker. The walking parameters (step length, step time, step speed, and total walking distance) are accurately estimated from the movement of walker to provide a statistical analysis of rehabilitation assessment. First, a movement classification algorithm is proposed to identify walking styles (continuous rolling, step-by-step rolling, two back tips lifting, and complete lifting). Based on this classification, the movement of a walker can be estimated using either two encoders (only for front-wheeled walker) or an inertial measurement unit. The accuracy of walking parameter estimation is verified through five subjects' experiments. In 20-m straight walking, the walking distance root mean square error is 0.1-0.3 m depending on walking styles.
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