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Localization of an ultra wide band wireless endoscopy capsule inside the human body using received signal strength and centroid algorithm

Authors :
Memduh Suveren
Rustu Akay
Muzaffer Kanaan
Source :
An International Journal of Optimization and Control: Theories & Applications, Vol 12, Iss 2 (2022)
Publication Year :
2022
Publisher :
Balikesir University, 2022.

Abstract

Wireless capsule endoscopy (WCE) is used for imaging and diagnosing diseases in the gastrointestinal (GI) system. The location of the disease detected by WCE is still an important problem. Location information is very important for the surgical or drug treatment of the detected disease. In this study, RSS-based centroid algorithm has been used in order to accurately predict the capsule position on a sample data set. The effect of different parameters such as number of sensors used on the proposed mathematical model, location of sensors on positioning is analyzed in detail. The results show that a precise position detection is possible with fewer sensors positioned correctly. As a result, the positioning error with the correctly selected sensors is reduced by approximately 55%. In addition, the performance of the proposed method was compared with the classical centroid algorithm and more than 50% improvement was achieved.

Details

Language :
English
ISSN :
21460957 and 21465703
Volume :
12
Issue :
2
Database :
Directory of Open Access Journals
Journal :
An International Journal of Optimization and Control: Theories & Applications
Publication Type :
Academic Journal
Accession number :
edsdoj.529c2f71fb34f2887d143e502103463
Document Type :
article