Augmented Reality Approach For Position-based Service using Handheld Smartphone

Jihoon Park, Sangmin Park, K. Ko
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Abstract

In this work, we present an augmented reality (AR) approach for position based service using a smartphone in an indoor environment. The AR method, combined with position estimation, provides a user with a smartphone with a service that is specific to a particular position without using a marker or any other hardware device. The position in an indoor environment is estimated using an IMU sensor only in the smartphone. The accuracy of the position and heading direction of the user is improved by integrating the values from the accelerometer and the gyro using Principal Component Analysis(PCA) and Extended Kalman Filter(EKF). Then, a drift noise of the estimated position is reduced by a registration step performed at a specific position. The estimated position is given to the position based service, which is provided to the user on the smartphone screen through AR. The concept of the proposed method is demonstrated with some examples.
基于位置服务的手持智能手机增强现实方法
在这项工作中,我们提出了一种增强现实(AR)方法,用于在室内环境中使用智能手机进行基于位置的服务。AR方法与位置估计相结合,为用户提供具有特定位置服务的智能手机,而无需使用标记或任何其他硬件设备。仅使用智能手机中的IMU传感器估算室内环境中的位置。利用主成分分析(PCA)和扩展卡尔曼滤波(EKF)对加速度计和陀螺的测量值进行积分,提高了用户位置和航向的精度。然后,通过在特定位置执行配准步骤来减小估计位置的漂移噪声。将估计的位置提供给基于位置的服务,该服务通过AR在智能手机屏幕上提供给用户。通过一些例子证明了所提出方法的概念。
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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