Author_Institution :
Dept. of Instrum. Sci. & Eng., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
This paper presents a method for detecting human gastric-motility dysfunction using a wireless electronic capsule. The capsule´s main components include an application-specific integrated circuit, three sensors (temperature, pH, and pressure), an RF transceiver, and batteries. In addition, a portable data recorder was developed to receive and store the data transmitted by the wireless capsule. In particular, experimental results indicated that the maximum error and measuring range of the pressure sensor were 0.15 and 90-120 kPa, respectively. Using pressure data from the human stomach, a joint algorithm based on phase space reconstruction and independent component analysis was applied in the analysis of gastric motility. Implementation results showed that this joint algorithm could effectively obtain the components of pressure data for the human stomach that were caused by breathing, movement, contractions of abdominal muscles, and electrogastrogram. In 24 human experiments, poor gastric motility (functional dyspepsia and delayed gastric emptying) was identified with a recognition rate of nearly 80%. In particular, interdigestive motor complex and digestive motor complex related to human gastric motility were also identified.
Keywords :
application specific integrated circuits; biological organs; biomedical equipment; chemical sensors; diseases; electrocardiography; independent component analysis; medical signal detection; medical signal processing; microsensors; muscle; pH measurement; pneumodynamics; pressure sensors; source separation; temperature sensors; wireless sensor networks; RF transceiver; abdominal muscle contractions; abdominal muscle movement; application-specific integrated circuit; batteries; breathing; data transmission; digestive motor complex; electrogastrogram; functional dyspepsia; human gastric-motility dysfunction detection; human stomach; independent component analysis; interdigestive motor complex; microsensors; pH sensor; phase space reconstruction; portable data recorder; pressure sensor; recognition rate; temperature sensors; wireless electronic capsule; Algorithm design and analysis; Stomach; Temperature measurement; Temperature sensors; Wireless communication; Wireless sensor networks; Application-specific integrated circuit (ASIC); gastric motility; independent component analysis; phase space reconstruction; pressure sensor; wireless electronic capsule;