A Novel Method for Resolving Problem of Tolerance in Radar Signal Sorting
Qiang Guo, Xingzhou Zhang, Zheng Li · 2006
Firstly, the problem of tolerance of radar signal sorting is analyzed in modern electronic warfare that faces even more complex and dense pulses environments. It has become a vital factor to reduce the efficiency of sorting of the conventional multi-parameters signal sorting system. Secondly, a novel radar signal sorting method is to be presented based on support vector clustering (SVC) and cascade coupling according to the idea of statistics learning theory. It prevented tolerance from affecting radar signal sorting. The simulation experiment shows that this method is efficient on high dense pulses and complex signals environments