Abstract: Reducing power consumption to extend network lifetime is one of the most important topics in designing WSN(wireless sensor networks).A genetic algorithm based scheme was proposed to control the density of the sensor nodes.The scheme can cover the target region completely by using a minimal cover set of active sensors.This algorithm given in this paper can mediate the lifetime and the cover rate of the WSN.Experimental results show that the algorithm is efficient