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Self-contained Position Tracking of Human Movement Using Small Inertial/Magnetic Sensor Modules

机译:使用小型惯性/磁性传感器模块进行人体运动的独立位置跟踪

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摘要

Numerous applications require a self-containedpersonal navigation system that works in indoor and outdoorenvironments, does not require any infrastructure support, andis not susceptible to jamming. Posture tracking with an array ofinertial/magnetic sensors attached to individual human limbsegments has been successfully demonstrated. The "sourceless"nature of this technique makes possible full body posturetracking in an area of unlimited size with no supportinginfrastructure. Such sensor modules contain three orthogonallymounted angular rate sensors, three orthogonal linearaccelerometers and three orthogonal magnetometers. Thispaper describes a method for using accelerometer datacombined with orientation estimates from the same modules tocalculate position during walking and running. The periodicnature of these motions includes short periods of zero footvelocity when the foot is in contact with the ground. This patternallows for precise drift error correction. Relative position iscalculated through double integration of drift correctedaccelerometer data. Preliminary experimental results forvarious types of motion including walking, side stepping, andrunning.
机译:许多应用程序需要一个可在室内和室外环境下工作,不需要任何基础设施支持且不易受干扰影响的独立式个人导航系统。已成功演示了使用附着在各个人体肢体上的一系列惯性/磁性传感器进行姿势跟踪的方法。该技术的“无源”特性使在无支撑基础结构的无限大小区域内进行全身姿势跟踪成为可能。这种传感器模块包含三个正交安装的角速率传感器,三个正交线性加速度计和三个正交磁力计。本文介绍了一种结合了来自同一模块的方向估计值的加速度计数据来计算步行和跑步过程中位置的方法。当脚与地面接触时,这些运动的周期性包括零脚速度的短周期。该模式允许进行精确的漂移误差校正。相对位置是通过对漂移校正后的加速度计数据进行二次积分来计算的。各种运动的初步实验结果,包括步行,侧步和跑步。

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