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Figure 8 shows the example of moving distance of the MS. Let v MS, t n be the moving speed of the MS at time t n, which can be calculated by v MS, t n = Δs t n − t n − 1 (4) Figure 8 Example of moving distance of the MS. A measurement function is designed in the proposed algorithm to check the unnecessary target BS/RS.
Here, g represents a measurement function.
f is designed as a set of nonlinear transition functions to represent the dynamical properties of the biological system and g is a measurement function.
To be more precise, we will estimate { h−1 s } such that when full-resolution CNs are transformed as: (4) we obtain (5) where is a measurement function common to all sources.
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However, Tc is rarely measured in Good Laboratory Practice safety studies, even though most radio-telemetry devices used in such studies have a temperature measurement function, and a method for correcting this phenomenon is currently lacking.
where is a nonlinear state transition function, is a nonlinear measurement function, the state vector, the inputs, the process noise, input noise, and measurement noise.
where ω 0(i) is the state vector of the entire interconnected system and X k (ω 0(i)) is a nonlinear measurement function of bus k.
In this work, we focus on Bayesian update of a state with a measurement when the measurement function is nonlinear.
This approach would require a detailed large-scale biophysical model and also a detailed model of the measurement function relating network dynamics to the observed aggregate signal [Friston et al., 2003; Hadjipapas et al., 2009; Moran et al., 2007, 2009].
The EKF requires analytical computation of the partial derivatives and approximates the measurement function in a point.
In these tests, the proposed method outperforms other GM-based methods in accuracy, while using a similar amount or fewer measurement function evaluations.
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