Sound speed uncertainty in acousto-electric tomography. (26th November 2021)

• Record Type: Journal Article
• Authors: Jensen, Bjørn Christian Skov; Knudsen, Kim
• Is Part Of: Inverse problems. Volume 37:Number 12(2021)
• Publication Date: 2021-11-26
• Subjects: acousto-electric tomography -- uncertainty quantification -- hybrid data tomography -- variable sound speed -- coupled-physics imaging -- inverse problems -- medical imaging; Inverse problems (Differential equations) -- Periodicals; 515.357
• DOI: 10.1088/1361-6420/ac37f8
• Languages: English
• ISSNs: 0266-5611

Abstract

Abstract: The goal in acousto-electric tomography is to reconstruct an image of the unknown electric conductivity inside an object from boundary measurements of electrostatic currents and voltages collected while the object is penetrated by propagating ultrasound waves. This problem is a coupled-physics inverse problem. Accurate knowledge of the propagating ultrasound wave is usually assumed and required, but in practice tracking the propagating wave is hard due to inexact knowledge of the interior acoustic properties of the object. In this work, we model uncertainty in the sound speed of the acoustic wave, and formulate a suitable reconstruction method for the interior power density and conductivity. We also establish theoretical error bounds, and show that the suggested approach can be understood as a regularization strategy for the inverse problem. Finally, we numerically simulate the sound speed variations from a numerical breast tissue model, and computationally explore the effect of using an inaccurate sound speed on the error in reconstructions. Our results show that with reasonable uncertainty in the sound speed reliable reconstruction is still possible.