In these cases, OLS should not be used and the literature suggests carrying out orthogonal distance regression (ODR). 5,6 The aim of this work is to suggest how to handle such cases in which errors in ...

With the rapid adoption of 5G technology, ensuring optimal quality of service (QoS) has become a critical challenge for modern wireless networks. Resource allocation in 5G networks demands advanced ...

There are approximately a dozen common regression techniques. The most basic regression techniques are called linear because they assume the data falls along a straight line when graphed. Linear ...

Combining these results lead to the proposed Adaptive Optimizable Gaussian Process Regression Linear Least Squares Regression (AO-GPRLLSR) Filtering pipeline. The AO-GPRLLSR method generated an ...