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基于到达时间(TOA)/接收信号强度指示(RSSI)的新型无线胶囊内镜(WCE)位置跟踪方法,无需预先了解人体生物组织。

Novel joint TOA/RSSI-based WCE location tracking method without prior knowledge of biological human body tissues.

作者信息

Ito Takahiro, Anzai Daisuke

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2014;2014:6993-6. doi: 10.1109/EMBC.2014.6945237.

Abstract

This paper proposes a novel joint time of arrival (TOA)/received signal strength indicator (RSSI)-based wireless capsule endoscope (WCE) location tracking method without prior knowledge of biological human tissues. Generally, TOA-based localization can achieve much higher localization accuracy than other radio frequency-based localization techniques, whereas wireless signals transmitted from a WCE pass through various kinds of human body tissues, as a result, the propagation velocity inside a human body should be different from one in free space. Because the variation of propagation velocity is mainly affected by the relative permittivity of human body tissues, instead of pre-measurement for the relative permittivity in advance, we simultaneously estimate not only the WCE location but also the relative permittivity information. For this purpose, this paper first derives the relative permittivity estimation model with measured RSSI information. Then, we pay attention to a particle filter algorithm with the TOA-based localization and the RSSI-based relative permittivity estimation. Our computer simulation results demonstrates that the proposed tracking methods with the particle filter can accomplish an excellent localization accuracy of around 2 mm without prior information of the relative permittivity of the human body tissues.

摘要

本文提出了一种新颖的基于到达时间(TOA)/接收信号强度指示符(RSSI)的无线胶囊内窥镜(WCE)定位跟踪方法,无需事先了解人体生物组织。一般来说,基于TOA的定位比其他基于射频的定位技术能实现更高的定位精度,然而从WCE发射的无线信号会穿过各种人体组织,因此,人体内的传播速度应与自由空间中的不同。由于传播速度的变化主要受人体组织相对介电常数的影响,我们并非预先对相对介电常数进行测量,而是同时估计WCE的位置以及相对介电常数信息。为此,本文首先利用测量的RSSI信息推导相对介电常数估计模型。然后,我们关注一种结合基于TOA的定位和基于RSSI的相对介电常数估计的粒子滤波算法。我们的计算机模拟结果表明,所提出的基于粒子滤波的跟踪方法在无需人体组织相对介电常数先验信息的情况下,能实现约2毫米的出色定位精度。

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