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. 2021 Jan 3;21(1):272. doi: 10.3390/s21010272
Algorithm1: The MM approach to minimize the cost function (F(x)) (i.e., the optimal denoised AE signal (x^) can be summarized as follows [44]:
  • (1)

    Set k = 0, and initialize x0.

  • (2)

    Choose Gk(x) such that Gk(x) ≥ F(x) for all x and Gk(xk) = F(xk)

  • (3)
    Set xk+1 as the minimizer of Gk(x), as shown in Equation (4).
    xk+1= argminxGk(x)  (4)
  • (4)

    Set k = k + 1 and repeat step (2) and iterate until arriving at the minimum F(x).