Path Mapping of Shape Drawings Using Double Integration Technique

IERI Procedia Pub Date : 2014-01-01 Epub Date: 2014-10-01 DOI:10.1016/j.ieri.2014.09.090
Ching Yee Yong, Rubita Sudirman, Nasrul Humaimi Mahmood, Kim Mey Chew
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引用次数: 0

Abstract

A preliminary path tracking experiment was done and a mapping system was developed in this study. Data collection of human activities in this study was focused on different shape of hand drawings. Five subjects were required to draw three types of shapes (circle, square and triangle) according to their convenience pace. A sensor consists of accelerometer, gyroscope and compass was attached firmly on subject's wrist with special designed holder. PCA and double integration technique were used to process and analyze the data. The tracking path was mapped and presented in GUI developed by MATLAB. The developed GUI is capable to display the tracking with animation starting from the first stroke until the end. The GUI is managed to trace the upper-limbs tiny motion accurately and presented well in graphic form.

基于二重积分技术的形状图路径映射
本研究进行了初步的路径跟踪实验,并开发了一套测绘系统。在本研究中,人类活动的数据收集主要集中在不同形状的手绘。五名受试者被要求根据自己的方便速度画出三种形状(圆形、正方形和三角形)。传感器由加速度计、陀螺仪和罗盘组成,通过特殊设计的支架固定在受试者手腕上。采用主成分分析和二重积分技术对数据进行处理和分析。在MATLAB开发的图形用户界面中对跟踪路径进行了映射和显示。开发的GUI能够用动画显示跟踪,从第一笔开始直到结束。该GUI能够准确地跟踪上肢的微小运动,并以图形形式很好地呈现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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