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At the turn of the century, with the pressure of measurable impact, the Agency moved toward more easily measured inputs and away from the longer-term system strengthening activities of the previous two decades.
These input files include measured inputs and outputs parameters for our correlation.
Under a left invertibility condition inputs and outputs of the real structured model perturbation Δ can be deduced from the measured inputs and outputs, so that Δ can be identified with a Robust Least Squares method or an output error setmembership identification technique.
Conclusions are that uncertainty in separation distance has a greater contribution to Δ2rA than uncertainty in sphere radius, that one point measurements should expect Δ2rA≈16P2r where Pr is the average relative uncertainty over all measured inputs, and that Δ2rA≈2Δ2rFm for multi-point curve-fitting results.
Similar(56)
System identification results are shown on the dynamics by using the measured input and output data.
An errors-in-variables case is considered, i.e. both measured input and output signals are affected by noise.
After the optimization process has reached the analytical solution, the numerical values of the hyperparameters are simply obtained by using the measured input and output signals.
The circuit has a measured input and output return losses −7.9 dB and −9.4 dB, respectively, and an in-band noise-figure less than 4.7 dB, while circuit input and output are matched with 50 Ω resistance.
The ARX model provides the necessary discrete-time Markov parameters from the measured input and output data, and then the equivalent state system matrices are identified from discrete-time Markov parameters by using the ERA.
The latter is implemented using a cost function that directly evaluates the performance of the controllers (in and out of the feedback loop) using measured input and output data.
The non-parametric frequency response functions of a MIMO open-loop plant including all additional dynamics such as sensor, amplifier, and discretization are estimated from measured input and output signals of the closed-loop plant.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com