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A Wireless Capsule System With ASIC for Monitoring the Physiological Signals of the Human Gastrointestinal Tract

机译:具有ASIC的无线胶囊系统,用于监测人体胃肠道的生理信号

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This paper presents the design of a wireless capsule system for monitoring the physiological signals of the human gastrointestinal (GI) tract. The primary components of the system include a wireless capsule, a portable data recorder, and a workstation. Temperature, pH, and pressure sensors; an RF transceiver; a controlling and processing application specific integrated circuit (ASIC); and batteries were applied in a wireless capsule. Decreasing capsule size, improving sensor precision, and reducing power needs were the primary challenges; these were resolved by employing micro sensors, optimized architecture, and an ASIC design that include power management, clock management, a programmable gain amplifier (PGA), an A/D converter (ADC), and a serial peripheral interface (SPI) communication unit. The ASIC has been fabricated in 0.18- CMOS technology with a die area of 5.0 mm 5.0 mm. The wireless capsule integrating the ASIC controller measures 11 mm 26 mm. A data recorder and a workstation were developed, and 20 cases of human experiments were conducted in hospitals. Preprocessing in the workstation can significantly improve the quality of the data, and 76 original features were determined by mathematical statistics. Based on the 13 optimal features achieved in the evaluation of the features, the clustering algorithm can identify the patients who lack GI motility with a recognition rate reaching 83.3%.
机译:本文提出了一种用于监测人体胃肠道(GI)生理信号的无线胶囊系统的设计。该系统的主要组件包括无线胶囊,便携式数据记录仪和工作站。温度,pH和压力传感器;射频收发器;控制和处理专用集成电路(ASIC);然后将电池装入无线胶囊中。减小胶囊尺寸,提高传感器精度和减少功率需求是主要的挑战。这些问题通过采用微传感器,优化的架构和ASIC设计解决,其中包括电源管理,时钟管理,可编程增益放大器(PGA),A / D转换器(ADC)和串行外围接口(SPI)通信单元。 ASIC采用0.18-CMOS工艺制造,管芯面积为5.0 mm 5.0 mm。集成了ASIC控制器的无线胶囊尺寸为11 mm 26 mm。开发了数据记录仪和工作站,并在医院进行了20例人体实验。在工作站中进行预处理可以显着提高数据质量,并且通过数理统计确定了76种原始功能。基于特征评估中获得的13个最佳特征,聚类算法可以识别出缺乏胃肠动力的患者,识别率达到83.3%。

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