Title :
On the accuracy of RF positioning in multi-Capsule endoscopy
Author :
Ye, Yunxing ; Khan, Umair ; Alsindi, Nayef ; Fu, Ruijun ; Pahlavan, Kaveh
Author_Institution :
Center for Wireless Inf. Network Studies, Worcester Polytech. Inst., Worcester, MA, USA
Abstract :
In this paper, we derive and analyze cooperative localization bounds for endoscopic wireless capsule as it passes through the human gastrointestin (GI) tract. We derive the Cramer-Rao lower bound (CRLB) variance limits on location estimators which use measured received signal strength(RSS). Using a three-dimension human body model from a full wave simulation software and log-normal models for RSS propagation from implant organs to body surface, we calculate bounds on location estimators in three digestive organs: stomach, small intestine and large intestine. We provide analysis of the factors affecting localization accuracy including various organ environments, external sensor array topology and number of pills in cooperation. The simulation results show that the number of receiver sensors on body surface has more influence on the accuracy of localization than the number of pills in cooperation inside the GI tract.
Keywords :
biological organs; biomedical communication; cooperative communication; endoscopes; prosthetics; Cramer-Rao lower bound variance limits; RF positioning; RSS propagation; cooperative localization bounds; digestive organ; endoscopic wireless capsule; external sensor array topology; full wave simulation software; human gastrointestin tract; implant organs; large intestine; location estimator; log-normal model; multicapsule endoscopy; organ environment; received signal strength; small intestine; stomach; three-dimension human body model; Accuracy; Endoscopes; Implants; Intestines; Receivers; Solid modeling; Wireless sensor networks;
Conference_Titel :
Personal Indoor and Mobile Radio Communications (PIMRC), 2011 IEEE 22nd International Symposium on
Conference_Location :
Toronto, ON
Print_ISBN :
978-1-4577-1346-0
Electronic_ISBN :
pending
DOI :
10.1109/PIMRC.2011.6139900