基于RSSI的移动平均无线胶囊定位距离估计方法

Umma Hany, L. Akter, Md. Farhad Hossain
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引用次数: 2

摘要

本文提出了一种基于接收信号强度指示器(RSSI)的无线胶囊内窥镜(WCE)定位距离估计方法。由于RSSI随距离的变化而衰减,我们可以使用RSSI测量值来估计距离。无线胶囊定位在胃肠道中的主要挑战是由于非均匀介质的阴影和多路径传播效应导致RSSI测量的随机偏差。本文提出了一种距离估计方法,提高了无线胶囊定位的精度。为了解决RSSI测量的随机性问题,我们提出了路径损失的移动平均方法来估计被吞胶囊的距离。我们用MATLAB对所提出的方法进行了仿真,观察到考虑到人体非均匀环境,胶囊的距离估计有明显改善。
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Moving averaging method of RSSI based distance estimation for wireless capsule localization
In this paper, we propose an efficient method of distance estimation for the localization of wireless capsule endoscope (WCE) using received signal strength indicator (RSSI). As RSSI is attenuated with change of distance, we can use RSSI measurements to estimate the distance. The main challenge in wireless capsule localization in the gastrointestinal (GI) tract is the random deviation in RSSI measurements due to the shadowing and multi-path propagation effects of non-homogeneous medium. In this paper, we propose a method of distance estimation which can improve the accuracy of wireless capsule localization. To address the randomness issue of RSSI measurements, we propose moving averaging method of path loss to estimate the distance of the swallowed capsule. We simulate our proposed method using MATLAB and observe significant improvement in distance estimation of the capsule considering non-homogeneous environment of human body.
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