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Evaluating an Accelerometer-Based System for Spine Shape Monitoring

机译:评估基于加速度计的系统以进行脊柱形状监测

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In western societies a huge percentage of the population suffers from some kind of back pain at least once in their life. There are several approaches addressing back pain by postural modifications. Postural training and activity can be tracked by various wearable devices most of which are based on accelerometers. We present research on the accuracy of accelerometer-based posture measurements. To this end, we took simultaneous recordings using an optical motion capture system and a system consisting of five accelerometers in three different settings: On a test robot, in a template, and on actual human backs. We compare the accelerometer-based spine curve reconstruction against the motion capture data. Results show that tilt values from the accelerometers are captured highly accurate, and the spine curve reconstruction works well.
机译:在西方社会,很大一部分人口在一生中至少经历过一次背痛。有几种方法可以通过姿势改变来解决背部疼痛。姿势训练和活动可以通过各种可穿戴设备进行跟踪,其中大多数设备基于加速度计。我们目前对基于加速度计的姿势测量的准确性进行研究。为此,我们使用光学运动捕捉系统和由五个加速度计组成的系统在三种不同的设置下进行了同时记录:在测试机器人,模板和实际人的背部。我们比较了基于加速度计的脊柱曲线重建与运动捕捉数据。结果表明,加速度计的倾斜值可以非常精确地捕获,并且脊柱曲线重建效果很好。

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