Comparative analysis of methods for calculating the mode of a stationary random process
В. И. Марчук, Igor Shrayfel, Gleb Hripkov, I O Nikishin
Abstract
The paper considers methods for calculating the mode of a stationary random process when solving the problem of processing measurement results under conditions of a priori uncertainty. The results of the conducted studies allowed us to conclude that the most effective method for calculating the mode for a given sample is the proposed method, which allows to increase the accuracy of its calculation by at least 8 times, compared to methods based on the construction of histograms. It should be noted that the proposed method allows to provide an estimate with an error of at least 5% for samples with a number of measurements of about 5 value.
Topics & Concepts
A priori and a posterioriMode (computer interface)HistogramProcess (computing)Computer scienceAlgorithmValue (mathematics)Random errorMathematicsStatisticsArtificial intelligenceImage (mathematics)Operating systemEpistemologyPhilosophyFault Detection and Control SystemsEngineering Diagnostics and ReliabilityAdvanced Data Processing Techniques