首页> 外文会议>International Workshop on Intelligent Solutions in Embedded Systems >Performance evaluation of a Pedestrian Navigation System based on an objective experimental method
【24h】

Performance evaluation of a Pedestrian Navigation System based on an objective experimental method

机译:基于客观实验方法的行人导航系统性能评估

获取原文

摘要

The ability to estimate the distance covered and the orientation of a person, regardless from where he or she is located, is an important aspect in various research areas and in particular in Pedestrian Navigation Systems (PNS) for emergency responders. In this paper we present a PNS based on a wearable wireless device attached to the instep of the pedestrian. The implemented real time algorithm, is able to identify pedestrian's strides, estimating theirs length and direction by using information provided from an embedded Inertial Measurement Unit (IMU). The proposed device is also equipped with MicroSD slot and Bluetooth module for data storage and for sending information in real time. The proposed system has been tested through an objective experimental method in which ten volunteers were walking along three different tracks, five times each, keeping the IMU attached to the instep. In the first trial subjects walked along a straight path that is 90m long, in the second they walked twice along a rectangular path with long side equal to 15m and short side equal to 7.5m and in the last they walked 400m along a standard athletics track. For each test we computed absolute and average error. The results show that the average error is 3.52% for the straight track, 1.09% for the rectangular track and 3.71% for the elliptic track.
机译:估计覆盖的距离和一个人的方向,无论他或她所在的地方,都是各种研究领域的一个重要方面,特别是用于紧急响应者的行人导航系统(PNS)。在本文中,我们介绍了一种基于可穿戴无线设备的PNS,其连接到行人脚背上。实现的实时算法,能够通过使用从嵌入式惯性测量单元(IMU)提供的信息来识别行人的阶梯,估计它们的长度和方向。所提出的设备还配备了MicroSD插槽和蓝牙模块,用于数据存储,并实时发送信息。拟议的系统已经通过一种客观的实验方法测试,其中十个志愿者沿着三个不同的轨道行走,每次五次,将IMU保持在脚背上。在第一次试验中沿着一条直线路径沿着90米长,在第二条沿着长边走两次,长边等于15米,侧面等于7.5米,并且在最后一个沿着标准的田径轨道走了400米。对于每个测试,我们计算了绝对和平均错误。结果表明,平均误差为直径3.52%,矩形轨道为1.09%,椭圆轨道为3.71%。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号