Title :
Steady-state and tracking analyses of the sign algorithm without the explicit use of the independence assumption
Author :
Yousef, Nabil R. ; Sayed, Ali H.
Author_Institution :
Dept. of Electr. Eng., California Univ., Los Angeles, CA, USA
Abstract :
The author begins by discussing the fundamental energy relation, then goes on to consider steady state analysis and tracking analysis. Adaptive filtering is also mentioned in the study.
Keywords :
adaptive filters; least mean squares methods; tracking; sign algorithm; steady-state analyses; tracking analyses; Adaptive algorithm; Algorithm design and analysis; Data communication; Equations; Estimation error; Filters; Least squares approximation; Noise measurement; Noise robustness; Steady-state;
Journal_Title :
Signal Processing Letters, IEEE
