Focusing on the time-varying coverage region for mobile sensor networks of probabilistic model of perception,a real-time coverage algorithm was proposed based on the self-organizing feature map which is used for mapping the target coverage region in the light of real-time sampling points.Based on the consensus control algorithm in multi-agent system,the coverage algorithm drives the networks to form a predetermined formation to coverage task region.The simulation experiments verify the excellent performance of the algorithm.