• DocumentCode
    57050
  • Title

    Circular Arrays and Inertial Measurement Unit for DOA/TOA/TDOA-Based Endoscopy Capsule Localization: Performance and Complexity Investigation

  • Author

    Nafchi, Amir Raeisi ; Shu Ting Goh ; Reza Zekavat, Seyed A.

  • Author_Institution
    Univ. of New Mexico, Albuquerque, NM, USA
  • Volume
    14
  • Issue
    11
  • fYear
    2014
  • fDate
    Nov. 2014
  • Firstpage
    3791
  • Lastpage
    3799
  • Abstract
    This paper investigates the performance of wireless capsule endoscopy (WCE) tracking within the irregular environment of digestion system by integrating directional-of-arrival (DOA), time-of-arrival (TOA) [or time-difference-of-arrival (TDOA)], and inertial measurement unit (IMU) measurements using the extended Kalman filter (EKF). Here, an emitter transmits a signal to the WCE, and the WCE replies the signal back to a set of antenna arrays. Then, the round trip TOA, and the DOA of the signals transmitted from WCE to the antenna arrays are measured. The digestion system path model is considered unknown, and the movement model between two consecutive signals is assumed linear. Simulations are conducted to investigate the EKF performance as a function of the number of antenna arrays, antenna array configuration, and TOA (and TDOA) estimation accuracy. In addition, the impact of IMU on the localization performance will be studied. Simulations confirm the proposed WCE tracking performance. In addition, the computational complexity of the EKF with respect to the number of antenna array is studied.
  • Keywords
    Kalman filters; antenna arrays; direction-of-arrival estimation; endoscopes; medical signal processing; radio tracking; time-of-arrival estimation; EKF; IMU measurements; TDOA; TOA; WCE tracking; antenna array configuration; circular arrays; computational complexity; digestion system path model; directional-of-arrival estimation; endoscopy capsule localization; extended Kalman filter; inertial measurement unit; time-difference-of-arrival estimation; time-of-arrival estimation; wireless capsule endoscopy tracking; Antenna arrays; Antenna measurements; Direction-of-arrival estimation; Estimation; Sensor arrays; Vectors; Wireless capsule endoscopy; direction-of-arrival; extended Kalman filter; time-of-arrival;
  • fLanguage
    English
  • Journal_Title
    Sensors Journal, IEEE
  • Publisher
    ieee
  • ISSN
    1530-437X
  • Type

    jour

  • DOI
    10.1109/JSEN.2014.2331244
  • Filename
    6837463