Title :
Design of Pervasive Rehabilitation Monitoring for Chronic Obstructive Pulmonary Disease
Author :
Ming-Feng Wu ; Chao-Ling Chen ; Chih-Yu Wen ; Jeng-Yuan Hsu
Author_Institution :
Dept. of Electr. Eng., Nat. Chung Hsing Univ., Taichung, Taiwan
Abstract :
Exercise training is a crucial component of pulmonary rehabilitation for patients with chronic obstructive pulmonary disease. With fuzzy logic control and wireless sensor networking, we develop an approach with calibration, rehabilitation, artifact/safety monitoring, and endpoint decision (CRASE) to perform adaptive subject exercise training and monitoring. This paper investigates an exercise training model with overload principle and safety concern. To show the correctness and effectiveness of the proposed protocol, the system performance is examined through case studies, simulation analysis, and prototype implementation. In addition, the performance difference in training-sensitivity zone (%) between the conventional incremental shuttle walking test and the proposed CRASE is presented and discussed. The experimental results show that the proposed CRASE scheme has better capability to adjust the exercise training level and is promising to efficiently put exercise training into practice for home-based rehabilitation.
Keywords :
biomedical communication; calibration; diseases; fuzzy control; lung; medical control systems; patient monitoring; patient rehabilitation; wireless sensor networks; CRASE; adaptive subject exercise training; calibration-rehabilitation-artifact/safety monitoring-and endpoint decision; chronic obstructive pulmonary disease; exercise training model; fuzzy logic control; home-based rehabilitation; incremental shuttle walking test; pervasive rehabilitation monitoring; pulmonary rehabilitation; safety concern; simulation analysis; system performance; training-sensitivity zone; wireless sensor networking; Pervasive rehabilitation; chronic obstructive pulmonary disease; fuzzy control; networked sensing;
Journal_Title :
Sensors Journal, IEEE
DOI :
10.1109/JSEN.2013.2266913