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Development and Functional Evaluation of an Upper Extremity Rehabilitation System Based on Inertial Sensors and Virtual Reality

机译:基于惯性传感器和虚拟现实的上肢康复系统的开发与功能评估

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An extremity rehabilitation program was proposed based on inertial measurement units (IMU) and virtual reality. A single IMU consists of a three-axis accelerometer, gyroscope, and geomagnetic sensors. One IMU is attached to the upper arm (master) and another to the forearm (slave). The IMUs are connected using a distributed sensor network implemented with interintegrated circuit communication. The motion-tracking algorithm running on a PC tracks the subject’s hand based on the estimated IMU orientation and segment lengths through forward kinematics. The training contents, including various dynamic movements and static holds, were designed to evaluate the spatiotemporal aspects of the subject’s functionality. The system was tested on a group of healthy subjects and a group with a simulated stiff elbow, allowing the evaluations to be quantitatively differentiated. The stiff elbow was simulated by taping the elbow to restrict the range of elbow motion. We expect the patients to be able to assess their own status without assistance from a therapist and select appropriate training methods to increase their rehabilitation effectiveness. Future studies will verify the availability and reliability of the upper extremity rehabilitation program for patients with a hemiplegia, leading to the development of an upper extremity rehabilitation program for three-dimensional movements of the upper extremities.
机译:提出了基于惯性测量单元(IMU)和虚拟现实的肢体康复计划。单个IMU由三轴加速度计,陀螺仪和地磁传感器组成。一个IMU连接到上臂(主),另一个连接到前臂(从动)。 IMU使用通过相互集成电路通信实现的分布式传感器网络连接。在PC上运行的运动跟踪算法会根据估算的IMU方向和通过向前运动的分段长度来跟踪对象的手。培训内容(包括各种动态动作和静态握持)旨在评估受试者功能的时空方面。该系统在一组健康受试者和一组模拟僵硬的肘部上进行了测试,从而可以定量区分评估结果。通过拍打肘部以限制肘部运动的范围来模拟僵硬的肘部。我们希望患者能够在没有治疗师协助的情况下评估自己的状况,并选择适当的培训方法以提高康复效果。未来的研究将验证偏瘫患者上肢康复计划的可用性和可靠性,从而导致针对上肢三维运动的上肢康复计划的发展。

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