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Localization and Orientation System for Robotic Wireless Capsule Endoscope

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Localization and Orientation System for Robotic Wireless Capsule Endoscope

Chao Hu (Taschenbuch, Englisch)

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Beschreibung

Medical doctors can access and visualize gastrointestinal tract through an endoscope. However, existing endoscopes have several limitations such as inaccessibility to entire intestine and high patient discomfort. Wireless capsule endoscope, with external guidance for interactive GI tract examination, tries to address some of these limitations. However, the current techniques do not provide good localization of the endoscope capsule. In this thesis, I propose a new wireless robotic capsule endoscope that uses a magnet based localization and orientation system. Here, the capsule, which encloses a permanent magnet, moves in a patient’s GI tract, and the magnet creates a magnetic field. The field intensities at some spatial points are measured by magnetic sensors placed around the patient’s body. We have derived the magnetic intensities as nonlinear functions of magnet’s 3D location and 2D orientation parameters, which can be solved by minimizing an objective error function. We have evaluated several optimization algorithms and found that the Levenberg-Marquardt method provides superior performance in terms of numerical accuracy and execution speed. Although nonlinear method could be an approach to the problem, it requires a good initial guess of the unknown parameters, and its speed is low. Therefore, I propose a linear algorithm. With the data from five (or more) 3-axis magnetic sensors, this algorithm is realized through matrix computations. In most cases, it results in correct solution if the matrix is not singular, and its execution time is less than one-tenth that of the fastest nonlinear algorithm. Finally, a real magnetic sensor array system has been built with sixteen Honeywell 3-axis AMR sensors. With a computer interface for 3D graphic and data display, real-time tracking is realized, and the results are satisfactory with average localization error about 3.3 mm and orientation error about 3.0º in case that the magnet moves within the area of the sensor array. The magnet’s orientation misses the information of capsule’s rotation along its own central axis, and hence a supplemental localization and orientation method is proposed by imaging technique. Applying 8-point algorithm on the images after distortion correction, we solve the 3D rotation and 2D transition parameters of the camera and this rotation can be further decomposed into two sub-rotations, the rotation of the camera’s central axis and the rotation around this axis. Weniger zeigen

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Produktinformationen

Technische Daten

Erscheinungsdatum

20.04.2015

Sprache

Englisch

EAN

9783844034042, 9783844034042

Herausgeber

Shaker

Sonderedition

Nein

Autor

Chao Hu

Seitenanzahl

186

Auflage

Einbandart

Taschenbuch

Einbandart Details

Klebebindung

Schlagwörter

Medizintechnik, Endoskop, Robotik

Thema-Inhalt

TT - Andere Technologien und verwandte Wissenschaften

Höhe

210 mm

Breite

14.8 cm

Warnhinweise und Sicherheitsinformationen

Informationen nach EU Data Act

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