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This implies that the MLE with unknown CSI exploits the available training symbols implicitly to provide an optimal channel estimate and then uses it to provide the optimal estimation of θ.
For optimal estimation of the parameters of CNFS, we devise a hybrid PSO RLSE optimization method, which combines the well-known particle swarm optimization (PSO) method and the famous recursive least squares estimation (RLSE) method.
Denote the optimal estimation of B through the proposed bisection Algorithm 1 as B ̂.
This package was used for fitting the data to obtain an optimal estimation of the model's parameters.
Finally, we show that (2.2) is the optimal estimation of degree of convergence in the sense of ignoring constant factors.
Optimal estimation of geopotential coefficients is an important aspect of gravitational field recovery using satellite gravity gradiometry.
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For the performance analysis between the adaptive and non-adaptive Kalman filter, we defined three different settings: ● SE: When the Sensor Estimation settings is used, the whole raw sensor signal is first analyzed, giving the optimal estimations of variances.
Our design possesses three key features: (1) high adaptability to dynamic environment by proactive and convex-optimal estimation of nodes' volatile states; (2) minimized task migration conflict probability (upper bound can be limited to 2%) of over-utilized nodes individually shifting surplus loads; (3) a load-status conscious gossip protocol for optimizing distributed resource discovery effect.
The proposed scheme with CL estimation achieves a performance similar to that of the optimal estimation for γ=−15 dB.
For the OSIRIS measurements of Na and K, the optimal estimation inversion method of Rodgers was employed with a forward model to convert observed limb radiances into vertically resolved metal number densities, with a height resolution around 2 3.5 km.
In Section 3, details are provided of the two measures of optimal estimation performance that are used to baseline the performance of the TALA.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com