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Continued stability analysis on the monocyte immune response model indicated that change in system parameters k rd, u nr, and u n induces bistability of the monocyte immune response model.
Remark 4. For realistic system parameters, K Q κ V ( K + L ) < 1 holds in most cases.
Thus, by using the non-central/central approximation, we provide the new form of the P d of the SCN metric for general finite K-dimensional systems and we give the form in the particular case when K=3. Also, we study the impact of the system parameters (K, N, and SNR) on the approximation accuracy and on the detection probability.
Figures 5 and 6 present the impact of the system parameters (K, N, and ρ) on the approximation in terms of the performance of the SCN detector for a preset target P fa. Figure 5 shows the P d of the SCN detector of three-dimensional CR as a function of SNR for different number of samples (N={10,30,50,100}) while in Fig. 6, we vary K (K={2,3}) with the false alarm being set to to P fa=0.1.
Thus, this is a two-stage model where K are system parameters, k i are output linkage parameters, and k (j) = k(j) + εj where <εj> = 0 and the variance σ(εj) depends on the fitted value k(j); εj is measurement noise and <εj> is its mean.
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Therefore, GLOBAL defines a system parameter K in order to prevent a sensor node from selecting an extremely long path.
The unknown system parameters θ k = {A k, B k, C k, D k } and states {x k } can be estimated through a finite set of received signal measurement data {y 1, y 2, …}.
The parameters k characterize the biochemical reaction system at hand and are independent of the molecular concentrations.
Obtaining the desired behaviour is undertaken through a trial and error process, as the system behaviour is somewhat sensitive to the spring parameters k n and k s (and the ratio between them).
In Figure 9a, the CB-FMT system has parameters K = 8, N = 10, M = 320, and CP with length 8 samples.
The resulting system contains 24 parameters K j Ia | b, k± j, K i j M to be estimated.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com