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Appendix A: Stability and Misadjustment of the LMS Adaptive Filter

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This chapter contains sections titled:
Time Constants and Stability of the Mean of the Weight Vector
Convergence of the Variance of the Weight Vector and Analysis of Misadjustment
A Simplified Heuristic Derivation of Misadjustment and Stability Conditions