Error bounds of constant gain least-mean-squares algorithms

Chang Liu, Antwan D. Clark

Constant gain least-mean-squares (LMS) algorithms have a wide range of applications in trajectory tracking problems, but the formal convergence of LMS in mean square is not yet ful…