Title :
An Adaptive Optimal Control Design for a Bolus Chasing Computed Tomography Angiography
Author :
Bai, Er-Wei ; Cai, Zhijun ; McCabe, Robert ; Wang, Ge
Author_Institution :
Iowa Univ., Iowa City
Abstract :
To improve imaging quality and to reduce contrast dose and radiation exposure, an optimal adaptive bolus chasing controller is proposed and tested based on actual patient data. The controller estimates and predicts the unknown 2D bolus density online and then determines the optimal control actions. Tracking errors are mathematically quantified in terms of estimation errors. The test results not only support the analytical analysis and exhibit its superior performance over the current constant-speed controller, but also demonstrate the clinical feasibility.
Keywords :
adaptive control; computerised tomography; medical image processing; optimal control; 2D bolus density; adaptive optimal control design; analytical analysis; bolus chasing computed tomography angiography; constant-speed controller; contrast dose reduction; imaging quality; optimal adaptive bolus chasing controller; radiation exposure reduction; Adaptive control; Angiography; Arteries; Atherosclerosis; Computed tomography; Optimal control; Performance analysis; Programmable control; Testing; Timing; Adaptive control; computed tomography angiography (CTA); estimation; polynomial approximation; sychronization; tracking;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2007.903082