In this paper, an improved energy efficient PEGASIS based protocol (PEGASIS-E) has been proposed. PEGASIS-E uses average distance among the sensor nodes as the criteria for chaining, thereby providing better performance in terms of energy dissipation and amount of information sent to BS. The simulation results obtained show that PEGASIS-E gives an increase in the network lifetime as compared to PEGASIS.