未知信号传播系数的内镜胶囊定位

Ilknur Umay, B. Fidan, M. Yuce
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引用次数: 8

摘要

近年来,无线胶囊内窥镜(WCE)定位技术在医学诊断和治疗中越来越受欢迎,特别是在胃肠道(GI)轨道上。在这些定位技术中,人体的相对介电常数和路径损耗系数等参数对胶囊定位的准确性有重要影响。因此,为了保证定位算法的有效性,需要准确地知道或估计这些系数。本文提出了一种新的自适应生物医学胶囊定位方案,利用最近的几何协同传感器技术来估计接收信号强度(RSS)的路径损耗系数和基于飞行时间(TOF)的距离传感器的相对介电常数。这种协作式环境系数估计技术涉及使用移动传感器三重体代替单个传感器,并提供瞬时估计。提出的胶囊定位方案结合了基于离散时间递归最小二乘(RLS)的自适应定位方案和上述系数估计技术,并针对特定的WCE定位应用设计了特定的参数。通过一组仿真试验,验证了该方案的准确性和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Endoscopic capsule localization with unknown signal propagation coefficients
Wireless capsule endoscopy (WCE) localization techniques have gained increasing popularity for medical diagnostics and treatments, particularly in gastro-intestinal (GI) track, in recent years. In these localization techniques, some parameters such as relative permittivity and path loss coefficients in the human body have significant effects on the accuracy of the capsule localization. Hence, these coefficients need to be accurately known or estimated for the effectiveness of the localization algorithm. This paper proposes a new adaptive biomedical capsule localization scheme utilizing a recent geometric cooperative sensor technique to estimate the path loss coefficient for received signal strength (RSS) and the relative permittivity for time-of-flight (TOF) based range sensors. This cooperative environmental coefficient estimation technique involves use of a mobile sensor triplet in place of a single sensor, and provides instantaneous estimates. The proposed capsule localization scheme is combination of a discrete time recursive least squares (RLS) based adaptive localization scheme and the aforementioned coefficient estimation technique, with design parameters specific for the particular WCE localization application. The accuracy and effectiveness of the proposed scheme is successfully demonstrated via a set of simulation tests.
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