Sparse Representation of Transients Based on Wavelet Basis and Majorization-Minimization Algorithm for Machinery Fault Diagnosis

Figure 7

Detection results of these two methods: (a) the simulated signal with much noise; (b) the proposed method, and (c) the SALSA method.

(a)

(b)

(c)