Title :
Performance analysis of the block least mean square algorithm
fDate :
9/1/1985 12:00:00 AM
Abstract :
An exact performance analysis of the BLMS algorithm is presented in this paper. Based on equations describing second statistics behavior, bounds are derived for the adaptation gain guaranteeing convergence of the algorithm. Within these bounds an optimal choice of this gain is presented resulting in the fastest convergence rate of the algorithm.
Keywords :
Adaptive filters; Digital filters; Least-squares approximation; Algorithm design and analysis; Band pass filters; Digital filters; Finite impulse response filter; Least mean square algorithms; Least squares approximation; Low pass filters; Nonlinear filters; Performance analysis; Prototypes;
Journal_Title :
Circuits and Systems, IEEE Transactions on
DOI :
10.1109/TCS.1985.1085808
