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Simulation-based fault injection provides a high observability adequate for error propagation analysis.
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However, error propagation analysis requires that the chosen fault injection technique provides a high degree of observability (i.e., the ability to observe the internal values and events of a circuit after a fault is injected).
This provides a higher quality image.
However, a subsequent systematic analysis of our protocol with a contrast-detail phantom showed that dose reduction results in a lower observability of hotspots, whereas increased doses resulted in a higher observability.
This suggests that increasing the acquisition time of the protocol could result in a higher observability for patient acquisitions as well.
It provides a necessary and sufficient condition not involving time which blends a resolvent estimate and an observability inequality.
The proposed framework is implemented efficiently using LMI tools, and provides a fast and reliable tool for the assessment of robust controllability (and by duality, robust observability).
Experimental design provides a method to yield the best estimates from data given the limitations in data collection, component observability and limited system excitability.
This result is obtained using a constructive algorithm that analyzes the state observability and the left invertibility of the systems with unknown inputs and that provides a suitable canonical transformation for the design of the estimator.
Given the measured experimental responses, the goal was to select the unknown parameters of the FE model with high observability that leads to creating a well-conditioned system with the least sensitivity to measurement errors.
SCALE-UP requires structural changes and, thus, has high observability.
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