跟踪无线生物医学传感器:用Bland-Altman图验证结果

K. Arshak, F. Adepoju, K. Hayes
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引用次数: 4

摘要

在本文中,我们提出了一系列实验结果,利用射频(RF)信号跟踪在胃肠道(GI)中具有类似遥测胶囊物理特性的嵌入式传感器物体。在本文的正文部分对实现细节进行了详细的描述,重点对实验结果进行了分析。实验基于一个发射433 MHz射频信号脉冲的测试胶囊;一种基于微控制器电路的接收器,具有ADC功能,可以将接收到的信号强度(RSSI)电压转换为数字,从微控制器传输到个人计算机(PC)。主要焦点是一种独特而实用的方法,可以在胶囊穿越实验管道时实时动态识别其位置。在模拟肠道下部电行为的液体实验中,跟踪结果的平均误差约为18.9%。这些结果用Bland-Altman图进行验证,使用人工测量作为金标准。综合分析表明,该算法的最终结果非常适合于胃肠道中可摄取遥测胶囊的跟踪。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tracking wireless bio-medical sensors: Result validation with the Bland-Altman plots
In this paper, we present a series of experimental results of tracking an embedded sensor object similar in physical characteristics to telemetry capsules in the gastro-intestinal (GI) tract using radio frequency (RF) signals. A fair description of implementation detail is given in the body of the paper while focus is on analyzing the experimental results. Experiments were based on a test capsule transmitting radio frequency (RF) signals pulses at 433 MHz; a Receiver based on microcontroller circuits with ADC capability and a means of transferring the received signal strength intensity (RSSI) voltage converted to digital, from the microcontroller to the personal computer (PC). Primary focus is a unique and practical way of achieving the task of dynamically identifying the location of the capsule in real-time as it traverses the experimental duct. Tracking results for experiments in liquid simulating the electrical behavior of the lower portion of the intestines yielded an average error of about 18.9%. These results were validated with the Bland-Altman plots using manual measurements as gold standard. Overall analysis shows that the end result of the algorithm is quite suitable for tracking ingestible telemetry capsules in the GI tract.
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