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As in any data gathering task relying on volunteer user contributions, there is a risk of faulty input by human errors or even service misuse.
Quantitative evaluation based on HumanEva dataset assessed the robustness of the algorithm when dealing faulty input data, even in very harsh conditions.
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The consensus functions are designed to tolerate t faulty inputs.
An advantage of using a marker-based method is its robustness to faulty inputs, its low complexity, and the possibility of real-time implementations.
Two classes of multi-valued consensus functions are defined, the exact value and the range value, which require the output to be one of the non-faulty inputs or in the range of the non-faulty inputs, respectively.
Does faulty proprioceptive input disrupt the internal model of the body that the brain uses to control movement?
So, although the new guidelines are better, they still operate like a living science experiment based on faulty data inputs.
However, the predictions generated by the model could be faulty if the input term of the model is wrongly added, and then the error of estimations could be dominated by the imperfect predictions.
Women with missing data for gestation, height or weight and those with gestations <168 days or >308 days or faulty data (random input error) (n = 3054) were also excluded.
We prove that the closed-loop faulty system is input-to-state stable (ISS) under the proposed self-triggered sampling mechanism.
In this work, we present a new distributed adaptive iterative learning control (AILC) scheme for a class of high-order nonlinear multi-agent systems (MAS) under alignment condition with both parametric and nonparametric system uncertainties, where the actuators may be faulty and the control input gain functions are not fully known.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com