Incremental motion-based location recognition

Seon-Woo Lee, K. Mase
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引用次数: 29

Abstract

This paper describes a method to recognize the current location of a user using a few simple sensors. The proposed method is based on the integration of incremental motions (e.g., walking) over time to determine location transitions. To handle uncertainty, a fuzzy reasoning method is introduced. The paper also describes a prototype location recognition system that uses a set of inexpensive and wearable sensors, a bi-axial accelerometer and a digital compass. The system uses a reliable motion recognition method featuring only two directional acceleration measurements. The effectiveness of the proposed method is demonstrated by experiments at six locations in an indoor environment.
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基于增量运动的位置识别
本文描述了一种利用几个简单的传感器来识别用户当前位置的方法。所提出的方法是基于增量运动(例如步行)随时间的积分来确定位置转换。为了处理不确定性,引入了模糊推理方法。该论文还描述了一个原型位置识别系统,该系统使用一套廉价的可穿戴传感器、一个双轴加速度计和一个数字指南针。该系统采用可靠的运动识别方法,仅具有两个方向的加速度测量。通过室内六个地点的实验验证了该方法的有效性。
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