Conditioning of LMS algorithms with fast sampling

@article{Feuer1995ConditioningOL,
  title={Conditioning of LMS algorithms with fast sampling},
  author={Arie Feuer and Rick Middleton},
  journal={IEEE Trans. Signal Processing},
  year={1995},
  volume={43},
  pages={1978-1981}
}
Absmct-The LMS algorithm is very commonly used in signal processing, Its convergence p r o p e h depend primully on the step size &own and the coldition number of an inIormntiOn msMx assodated with the system. In most applrcations today, the LMS uses a rrgnssion vector based on the shin operator (including the ubiquitous tapped delay line). In this correspondence, we demonstrate that generically, when fast sampling is employed, these regreaSon vectors lead to poorly conditioned LMS. By… CONTINUE READING