This paper presents a fast and efficient technique for solving the power system state estimation problem using linear programming (LP). It describes a dual formulation of the original problem which reduces its size and improves the solution time significantly. Test results of the proposed estimator using the IEEE 30- and 118-bus standard systems are included.