Smartphone-based sensory augmentation technology for home-based balance training

被引:0
作者
Lee, Beom-Chan [1 ,2 ]
Fung, Alberto [3 ]
机构
[1] Univ Houston, Dept Hlth & Human Performance, Houston, TX 77004 USA
[2] Univ Houston, Ctr Neuromotor & Biomech Res, Houston, TX 77004 USA
[3] Univ Houston, Dept Ind Design, Houston, TX 77004 USA
来源
2015 15TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS) | 2015年
关键词
Smartphone; Home-based balance training; Sensory augmentation; Vibrotactile biofeedback; VIBROTACTILE FEEDBACK; POSTURAL STABILITY; BIOFEEDBACK; SYSTEM; INDEX; FALLS; TIME; SWAY;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper describes the design and development of a smartphone-based sensory augmentation technology through vibrotactile biofeedback to support home-based balance training for individuals with balance disorders. The proposed system comprises a smartphone and a 3rd party sensor/actuator module. The smartphone's application software communicates with the wearable module wirelessly via Bluetooth, provides instructions for a recommended balance training exercises ( i.e., dynamic weight-shifting exercises) in clinical and/or home-based balance rehabilitation settings, and displays knowledge of results after the completion of the exercise. The 3rd party sensor/actuator module incorporates a nine degrees-of-freedom inertial measurement unit ( IMU) and four vibrating actuators ( tactors) for vibrotactile biofeedback. To estimate the body motion, a sensor fusion algorithm is developed based on an Extended Kalman Filter ( EKF) to yield accurate and reliable orientation of the IMU. For dynamic weight-shifting exercises, a motion generation algorithm is developed by taking a user's limits of stability ( LOS). Furthermore, an algorithm for continuous coding scheme to control real-time vibrotactile biofeedback is developed to provide a user with the error magnitude while he/she is performing the recommended balance training exercises. The proposed system is the first step towards developing a portable balance training technology with vibrotactile biofeedback that could eventually be used at home.
引用
收藏
页码:947 / 952
页数:6
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