一种基于遗传算法的多传感器目标分配方法

摘要

针对目前海上平台多传感器目标分配在信息融合中存在目标优先级函数构建因素没有具体量化的问题，提出一种利用目标战术重要性函数量化求解目标优先级的方法，从最大信息增益准则出发，通过合理转化并利用约束条件，建立一种基于遗传算法的多传感器优化分配模型。仿真结果表明，该算法稳定性强、收敛速度快，多传感器优化分配模型具有可行性。%Aiming at the problem that there is no specific quantitative target priority function building factors in information fusion of off-shore platform multi-sensor target distribution, a method is proposed which uses a quantitative target tactical importance function to solve the tar-get priority, then a multi-sensor optimal allocation model is established based on genetic algo-rithm, which starting from the maximum information gain criteria, through the reasonable trans-formation and the article with constraints. The simulation results show that the algorithm has strong stability and fast convergence speed, multi-sensor optimal allocation model is feasible.