DocumentCode :
3262062
Title :
High performance DOA/TOA-based Endoscopy Capsule localization and tracking via 2D circular arrays and inertial measurement unit
Author :
Nafchi, Amir Raeisi ; Goh, Shu Ting ; Zekavat, Seyed A. Reza
Author_Institution :
Dept. of ECE, Univ. of New Mexico, Albuquerque, NM, USA
fYear :
2013
fDate :
7-9 Nov. 2013
Firstpage :
1
Lastpage :
6
Abstract :
This paper investigates the performance of Wireless Capsule Endoscopy (WCE) tracking within the irregular environment of digestion system by incorporating the Directional-of-Arrival (DOA), Time-of-Arrival (TOA) and Inertial Measurement Unit (IMU) measurements with the Extended Kalman Filter (EKF). The emitter sends a signal to the WCE, and the WCE replies the signal back to the antenna arrays. Then, the round trip TOA, and the DOA of the signals transmitted from the emitter to the WCE are measured. An EKF is designed to integrate the DOA, TOA and IMU measurements to improve the WCE localization. Simulations are conducted to investigate the EKF localization performance as a function of the number of antenna arrays and TOA estimation accuracy. The impact of IMU on the localization performance will also be studied. Simulations confirm the feasibility of the WCE tracking by integrating the DOA, TOA and IMU measurements with Kalman Filter.
Keywords :
Kalman filters; antenna arrays; biomedical communication; direction-of-arrival estimation; endoscopes; nonlinear filters; time-of-arrival estimation; EKF localization performance; IMU measurements; TOA estimation; WCE tracking; antenna arrays; circular arrays; digestion system; directional-of-arrival; emitter; extended Kalman filter; high performance DOA-TOA based endoscopy capsule localization; high performance DOA-TOA based endoscopy capsule tracking; inertial measurement unit; localization performance; time-of-arrival; wireless capsule endoscopy tracking; Antenna arrays; Antenna measurements; Direction-of-arrival estimation; Mathematical model; Measurement uncertainty; Position measurement; Vectors; Direction of Arrival; Extended Kalman Filter; Time of Arrival; Wireless Capsule Endoscopy;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Wireless for Space and Extreme Environments (WiSEE), 2013 IEEE International Conference on
Conference_Location :
Baltimore, MD
Type :
conf
DOI :
10.1109/WiSEE.2013.6737560
Filename :
6737560
Link To Document :
بازگشت