Error analysis of LMS adaptive digital filter implemented with logarithmic number system

This paper considers implementation of a least mean square (LMS) adaptive digital filter algorithm using logarithmic number system (LNS). Analytical expressions for error performance have been derived and design issues have been explored. Computer simulations have been performed to verify the derived expressions.