Fault Injection for Robustness Testing of Satellite On-Board Image Processing. Büth, C. M Ph.D. Thesis. bibtex @PhdThesis{bueth21fault,
author = {B{\"u}th, Carlson M},
date = {2021},
institution = {Universit{\"a}t M{\"u}nster},
title = {Fault Injection for Robustness Testing of Satellite On-Board Image Processing},
comment = {- bachelor's thesis
- context: image processing on-board of space satellite
- SUT: satellite guidance algorithm
- systematic fault injection in input data (images)
- many pixels, large input domain
- build equivalence classes of test cases
- via known algorithms
- via domain-specific simulator
- i.e, PlatoSim, specifically for this mission
- identify typical fault classes in literature and with experts
- e.g., readout noise, hot/dead pixels, de-focus blur
- faults implemented in PlatoSim
- impressive evaluation},
file = {:bueth21fault - Fault Injection for Robustness Testing of Satellite On-Board Image Processing.pdf:PDF},
groups = {fault injection in other areas},
}
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