This document describes the design and implementation of a power efficient iterative logarithmic multiplier using Mitchell's algorithm and reversible logic. It involves converting multiplication to addition using logarithmic numbers. The proposed design implements a basic block consisting of leading one detectors, encoders, barrel shifters and a decoder to calculate an approximate product. Error correction circuits are then cascaded with the basic blocks to improve accuracy. The 4x4 reversible logarithmic multiplier is designed and simulated using Xilinx tools, demonstrating lower power consumption through the use of reversible logic.