A Novel Fault Diagnosis Method for Rolling Bearing Based on Improved Sparse Regularization via Convex Optimization

Table 1

The proposed algorithm in signal denoising.

Noise variance	0.5	0.9	1.3	1.5
RMSE	0.1522	0.1713	0.1854	0.2026