Abstract
For extended autonomous operation, rovers must identifypotential faults to determine whether its executionneeds to be halted or not. At the same time, roverspresent particular challenges for state estimation techniques:they are subject to environmental influencesthat affect sensor readings during normal and anomalousoperation, and the sensors fluctuate rapidly bothbecause of noise and because of the dynamics of therover's interaction with its environment. This paperpresents MaKSI, an...

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