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An adaptive localization technique for wireless capsule endoscopy

机译:无线胶囊内窥镜检查的自适应定位技术

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Wireless capsule endoscopy (WCE) is an emerging technique to enhance Gastroenterologists information about the patient's gastrointestinal (G.I.) tract. Localization of capsule inside human body in this case is an active area of research. This can be thought of as a sub-domain of micro and bio-robotics fields. If capsule and micro-robot localization problem in human body is solved, then it may potentially lead to less invasive treatments for G.I. diseases and other micro-robot assisted medical procedures. Several approaches have been investigated by the researchers to estimate capsule location. The proposed solutions are mainly static and thus prone to the changes in the propagation medium. We propose an adaptive algorithm based on expectation maximization technique for capsule localization. The proposed algorithm adaptively updates the estimated location based on the received radio frequency (RF) signal measurements.
机译:无线胶囊内窥镜检查(WCE)是一种新兴技术,用于增强胃肠科学家有关患者胃肠道(G.I.)的信息。在这种情况下,人体内部的胶囊本地化是一个活跃的研究领域。这可以被认为是微型和生物机器人领域的子域。如果胶囊和人体中的微机器人定位问题得到解决,那么它可能导致G.I的侵入性处理较少。疾病和其他微机器人辅助医疗程序。研究人员已经调查了几种方法来估算胶囊位置。所提出的解决方案主要是静态的,因此容易达到传播介质的变化。我们提出了一种基于期望最大化技术的自适应算法,用于胶囊定位。所提出的算法基于所接收的射频(RF)信号测量,自适应地更新估计位置。

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