基于矩阵遗传的传感器管理算法

Sensor Management Algorithm Based on Matrix Genetic Algorithm

针对传感器分配过程中出现的组合爆炸问题,以传感器管理中的分配矩阵作为种群中的个体,分配矩阵中的元素作为基因进行遗传,提出了一种基于矩阵遗传的传感器管理算法。仿真结果表明,采用矩阵遗传的传感器管理算法可以较好地解决传感器分配中的组合爆炸问题,可以使多传感器多目标跟踪取得较好的效果。

To solve the combinatorial explosion problem during sensor assignment, a sensor management algorithm based on matrix genetic algorithm is proposed. The algorithm adopts assignment matrix as individual of the species and the elements in the matrix as genetics. Simulation results show that this sensor management algorithm perform well in solving the combinatorial problem and can achieve a good performance in multi-sensor multi-target tracking.