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Table 12 The calculated optimal step size parameter μ with securing the stability and convergence of the LMS algorithm

From: The design of an indirect method for the human presence monitoring in the intelligent building

μconv = 1.881(\( \text{M} \)=10%), calculation according to Eq. (9)
μstab = 0.0227(\( \text{M} \)=10%), calculation according to Eq. (10)
μopt1 = 5.63·10−2(\( \text{M} \)=10%), calculation according to Eq. (11)
μopt2 = 1.24·10−1(\( \text{M} \)=20%), calculation according to Eq. (11)
μopt3 = 1.859·10−1(\( \text{M} \)=30%), calculation according to Eq. (11)
  1. M Misadjustment