We use the extreme frequency sensitivity of Duffing’s equation to produce intermittent chaos（we call it “breather”） and propose a new method to quantitatively detect the parameters of unknown weak periodic signals. The theoretical analysis and instance simulation have proved its feasibility. We also put forward a way to improve the detection results and enhance the accuracy.