the learning rate of lms algorithm is lower bounded by 0 and upper bounded \[\frac{1}{\lambda_{max}}\] where \[\lambda_{max}\] is the max eigen value of the input or u can just take the 1/(signal power) as the upper bound.
better reference is Simon Hykins - adaptive fiter theory.