Due to output saturation and parameter coupling, the traditional classical bistable stochastic resonance (CBSR) system is often unable to effectively handle the extraction of weak signal features encountered in many engineering applications. To overcome this limitation, an asymmetric decoupled unsaturated bistable stochastic resonance (ADUBSR) system is proposed in this paper. Subsequently, the impact of barrier asymmetry on system output has been analyzed by taking signal-to-noise ratio (SNR), peak signal-to-noise ratio (PSNR), and the optimal noise required for obtaining PSNR as evaluation indicators. The results indicate that: (1) The output SNR is effectively enhanced by barrier-width asymmetry only when the left barrier is narrower than the right. (2) Barrier-height asymmetry fails to effectively improve the output SNR. (3) In the case of barrier-height-width asymmetry, the barrier width asymmetry predominantly enhances the output SNR, resulting in the best performance. (4) For all three asymmetric structures, regardless of noise type, the optimal noise intensity depends greatly on barrier height and width values, and is less influenced by asymmetry. Finally, the proposed system is used for engineering data, and the results show that the signal processed by the ADUBSR system achieves a higher output SNR and the amplitude at the fault frequency is 10 times greater than that of the signal processed by the CBSR system.
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