The Electronic Countermeasures Optimization Based on PCA and Multiple Regression Analysis

Abstract

Looking for the best solution for Confrontation is crucial for the effect of electronic countermeasures. In this paper, we put forward the concept about the optimal laying space [1], analyze and evaluate the simulation results in different countering situation base on the maritime infrared electronic countermeasures simulation platform [2]. Then, here comes up with a way to get the optimal laying space based on PCA [3], which effectively solved the problem of strategy optimazation in electronic countermeasures. Also, the paper builds a model to evaluate the probability of countering success by using the multiple regression analysis [4], and provides the probability parameter for the selected best countering strategy. The testing results match properly with the results from the simulation platform, indicating that this method is able to find the best strategy for electronic countermeasures.