Smartphone-Based Wearable Gait Monitoring System Using Wireless Inertial Sensors

Authors

DOI:

https://doi.org/10.3991/ijoe.v19i08.38781

Keywords:

Wearable sensor, body sensor network, smart device, avatar, virtual reality

Abstract


This paper presents a wearable virtual reality system with a wireless network of inertial sensors for lower limb monitoring. The system comprises seven sensor nodes sending data wirelessly to a master node. The information is then collected, organized, and sent to a screening device via a serial interface. An application executed either on a smartphone or a personal computer features an avatar which represents the received data and mimics the sensed movements of the patient, providing online feedback during and after the execution of a therapy. The data resulting from the therapy execution can be uploaded to a web server to facilitate the assessment and decision-making by health professionals. A pendulum featuring a rotary optical encoder is used for sensor functional behavior validation.  In addition, the orientation angles measured by the proposed system are compared with respect to measurements from the motion analysis software Kinovea. The delay between the patient's body movement and the avatar is 33 ms, which is acceptable for visual feedback. This system is portable, inexpensive and enables a patient to complete physical therapy sessions at home or anywhere, with the advantage of enabling visual feedback through an avatar during rehabilitation therapy and allowing the reproduction of a therapy session for further analysis.

Author Biographies

Alejandro Astudillo, Universidad del Valle

Alejandro Astudillo received his B.Sc. degree in Electronics Engineering and his M.Sc. degree in Automation Engineering from Universidad del Valle, Colombia, in 2015 and 2017, respectively. He joined the MECO Research Team at KU Leuven as a PhD researcher in 2018. His research interests focus on strategies for reducing the engineering effort and the computational burden of real time motion planning and model predictive control of robotic and complex mechatronic systems (email: alejandro.astudillovigoya@kuleuven.be).

Edna Avella-Rodríguez, Universidad del Valle

Edna Avella-Rodríguez received her degree in Electronics Engineering (2010) from Universidad Pedagógica y Tecnológica de Colombia, Colombia, and her M.Sc. degree in Automation Engineering (2016) from Universidad del Valle, Colombia. She is currently a PhD student at Universidad del Valle. Her research interests focus on technology control applications and biological control systems (email: edna.avella@correounivalle.edu.co).

Gloria Arango-Hoyos, Universidad del Valle

Gloria Arango received her degree in Physiotherapy (1989) from Universidad del Valle, Colombia, and her M.Sc. degree in Neurorehabilitation (2013) from Universidad Autónoma de Manizales. She has been a professor since 1996 at Universidad del Valle.  Her research interest focuses on health-related biotechnology (email: gloria.arango@correounivalle.edu.co).

Jose Ramirez-Scarpetta, Universidad del Valle

Jose Ramirez-Scarpetta Electrical Engineer (1986), Master in Energy Generation Systems (1989) from the Universidad del Valle, Colombia; DEA (1994) and Ph.D. (1998) in Control Systems from the Polytechnic National Institute of Grenoble, France. Professor since 1988 at Universidad del Valle. Pre and postgraduate teaching in mathematical modeling, control systems and electromechanical drives. Research fields: optimal and non-linear control, engineering education (email: jose.ramirez@correounivalle.edu.co).

Esteban Rosero, Universidad del Valle

Esteban Rosero received the B.Sc. degree in Mechanical Engineering and M.Sc. degree in Automation Engineering from Universidad del Valle, Colombia, in 2001 and 2006, respectively. He worked in Cenicaña from 2001 to 2002. From 2010 to 2014, he pursued his Ph.D. degree at the Institute of Control Systems at Hamburg University of Technology, Germany. He is currently an Assistant Professor with the School of Electrical and Electronics Engineering at Universidad del Valle in Cali, Colombia. His research interests include the modeling and control of dynamic systems, cooperative and autonomous systems, mobile robotics and industrial processes (email: esteban.rosero@correounivalle.edu.co).

Downloads

Published

2023-06-27

How to Cite

Astudillo, A., Avella-Rodríguez, E., Arango-Hoyos, G., Ramirez-Scarpetta, J., & Rosero, E. (2023). Smartphone-Based Wearable Gait Monitoring System Using Wireless Inertial Sensors. International Journal of Online and Biomedical Engineering (iJOE), 19(08), pp. 38–55. https://doi.org/10.3991/ijoe.v19i08.38781

Issue

Section

Papers