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R ̂ must be determined using a single data realization x.
The system robustness is defined as the ability to satisfy user demands for every data realization in the uncertainty set.
For a considered single-look SAR, the conventional MSF image formation algorithm (30) implies, first, application of the regular adjoint SFO to the zero-mean Gaussian data realization u, and second, performing the element-by-element (i.e., pixel-by-pixel) squared detection of S+u to compose the corresponding SSP pixel estimates.
This simulated data realization is utilized to calculate the prediction- and validation profile likelihood, e.g. for the dynamic states.
Panel (b) shows, as an example, the prediction profile likelihood and the validation profile likelihood for this data realization for predicting A t) at time point t = 10.
Panel (a) in Figure 1 shows the dynamics of A t), B t), and C t) as well as a typical data realization.
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Note that a scenario is a series of data realizations over the planning horizon.
The algorithm is also able to find transfer functions with unequal numerator and denominator orders, which are suitable for both digital and analog IIR sampled-data realizations.
To optimize performance of ad hoc networks, the contradicting objectives: energy conservation and high data rate realization need to be jointly considered.
Nor is it rare to see heads of faculty weeping into a freshly printed sheet of data, the realization that their job is now on the line starkly wrought across their face.
The specific objectives for feasibility evaluation were to assess selected indicators for recruitment and participation, completion of data collection, realization of the intervention and public health nurses' experiences on implementing the study protocol.
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CEO of Professional Science Editing for Scientists @ prosciediting.com