关键词: 多平台, 多传感器, 不确定性, 迭代平均值, 数据融合

Abstract: Due to the multi-sensor communications and measurement data's uncertainty,and a multi-platform centralized algorithm of meanvalue iteration based on the traditional meanvalue is presented. This method utilizes the nearest neighbor analysis to have the measurement data correlation firstly,then utilizes the meanvalue algorithm to circularly replace the masurement data's maximum and minimum value,until it reaches the required precision to achieve the multi-platform data fusion.This method avoids complex computational process,increases computing speed,and also ensures results'precision.Finally,the simulation proves the validity of the method.

Key words: multi-platform, multi-sensor, uncertainty, meanvalue iteration, data fusion