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Let us reconsider the updated equation of LMS in Equation 4.
The corresponding updated equation of ZA-LMS is h ˜ n + 1 = h ˜ ( n ) - µ ?
The corresponding updated equation of LP-LMS is given as h ˜ n + 1 = h ˜ ( n ) - µ ?
Hence, this paper presents an updated equation for the OQE which is more accurate in predicting the error.
Based on the updated Equation 33, for better understanding, NLMS-based sparse adaptive updated equation can be generalized as h ˜ n + 1 = h ˜ n + Normalized adaptive error update ⏟ NLMS + Sparse penalty ⏟ sparse NLMS, (34).
To further reduce the complexity, an approximation function J h ˜ n is also proposed to the updated Equation 23.
Similar(35)
As a result of the Gaussian assumption for the marginals, the updated equations are simplified.
The updated equations of motion about the prestressed configuration are obtained from the three-coupled partial differential equations of motion.
Since the primary objective of Chojnacky et al. [ 12] was to present the updated equations and describe the nature of the changes, only a brief discussion of the behavior of the updated equations vs. the Jenkins et al. [ 1] equation set was included.
The weights updating equation becomes (24).
The updating equation for SPNLMS is given by (3).
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