For reference we in- clude the result for parametric models (both with GT calib. and est. using [21]). Best result for each category highlighted in bold. Reg. kNN Intr. Mean Median Calib. rms rms < 1px Diff. Linear Quadratic 1 4 4 Huber Huber Huber Alg.1 Alg.1 Alg...
Continued population growth, rapid urbanization and the public perception of paddy fields as tools for only food production, ignoring their high value ES, such as carbon fixation and oxygen release, climate regulation and air purification, result in the continuous reduction of paddy planting area. ...
The event of GW170817 has been employed to inde- pendently measure the Hubble constant, and it has been shown that the result accommodates the results of Planck and SH0ES (Supernovae H0 for the Equation of State (EoS)) [6]. A series of recent works indicate that the next-generation ...
As a result, the selected class of FE models does not contain the real-world structure, and the estimated parameters characterize the closest possible model, in the model class, to the real struc- ture [49]. Geometric approximations, material nonlinearities (even during low-amplitude earthquake ...
The recursive least squares with double parameter which can not only use the real-time measured information to modify the estimated result repeatedly but also can adapt to the situation where the different parameters change speed in the multi-parameter estimated is different. The method can ...
(t) 2 from t1 to t2 and then obtaining the average after dividing the result by t2 b t1 or 1 pavg e t2 b t1 t2 f2(t) dt t1 (6a) 1 e T f2(t) dt T0 (6b) where T is the period of the signal Having established the definitions of this section energy can now be ...
The novelty of this study lies in the fact that it used objective data and GIS data-processing (by ArcGIS 10.8) to accurately estimate the abandoned farmland rate model, then the data's estimation result was compared with the result from conventional data, ultimately deriving a new, more ...
As a result, the left and right foot GRFi(t) signals cannot be determined from the force equilibrium conditions alone, and an additional mathematical or statistical method is required to solve the indeterminacy problem. Several methods have been proposed to estimate the left and right foot GRFv...
It can be observed that MSEs by the different ANN models did not vary significantly, giving the maximum relative difference of about 22% between ANN-3 and ANN-8. Based on the training result, ANN-3 is selected as it provides the smallest test MSE among the ten ANN models. ANN-3 ...
As a result, the jitter variance degrades somewhat, but it exhibits no error floor. 5. Numerical Results In the sequel, the mean estimator value (MEV) and the jitter (error) variance are discussed as the main figures of merit, when it comes to the estimation of a transmission parameter ...