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Table 4 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 = 0.8614(\( \text{M} \)=10%), calculation according to Eq. (9)

μstab = 0.0227(\( \text{M} \)=10%), calculation according to Eq. (10)

μopt1 = 0.0062(\( \text{M} \)=10%), calculation according to Eq. (11)

μopt2 = 0.0113(\( \text{M} \)=20%), calculation according to Eq. (11)

μopt3 = 0.0157(\( \text{M} \)=30%), calculation according to Eq. (11)

  1. M Misadjustment