May -June 2020 ISSN: 0193-4120 Page No. 18069 - 18075 18069 Published by: The Mattingley Publishing Co., Inc. An Efficient High Energy Based Routing Protocol for Wireless Sensor Networks Dr N. Raghavendra Sai 1 , N. R. Vamsi Krishna 2 , M. Chetan Reddy 3 , M. Sai Sumiran 4 1,2,3,4 Department of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram, AP, India. E-mail: : 1 nallagatlaraghavendra@gmail.com, 2 nalamvamsi13@gmail.com Article Info Volume 83 Page Number: 18069 - 18075 Publication Issue: May -June 2020 Article History Article Received: 1May 2020 Revised: 11 May 2020 Accepted: 20 May 2020 Publication: 24May 2020 Abstract: These days, the wireless communication methods have generally utilized across over the around the world to maintain the communication requirements for end- clients. The WSN will be shaped by numerous detection stations that are considered as nodes. Each node will be usually lightweight, small, & portable. The fundamental parts of sensor nodes are the microcomputer, transducer, & power source. Usually, these networks have executed in dangerous areas, whereas it will be much critical to replace & recharge the power source. The monitoring method of human is also much challenging there. Here, the consumption of energy will be the main problem due to cluster-based protocols follows distribution of non-uniform node. In this manuscript, we recommended to evade such kind of issue an energy- aware clustering algorithm (EACA) is suggested. Keywords: EACA, energy efficient, wireless sensor networks (WSN), Cluster node, Inter-cluster routing (ICR), Source node (SN), Low Energy Adaptive Clustering Hierarchy (LEACH) protocol, Energy Driven Cluster-Head Rotation (EDCR) protocol, energy efficient multilevel clustering (EEMC) algorithm, Cluster Head Election mechanism using Fuzzy logic (CHEF), base station (BS). I. INTRODUCTION In WSNs, numerous self-organized SNs compose the WSN. The primary purpose of this type of network will be to recognize and accumulate information from environment & send them to clients. The LEACH protocol, for example, utilizes a hierarchic methodology for network clustering. There will be an adopted head of cluster for handling every cluster. The head of cluster will be in charge of numerous tasks; primary, it will be contained of gathering information supplied from cluster members on periodical support. It combines the data after assembling them. The following fundamental challenge allocated to a head of cluster will be to straightforwardly transmit the total gathered information to BS. The fundamental objective of TDMA built schedule will be to give specific time through to every cluster part to information transmission. The members of cluster know the schedule & consequently transmit the data. Drawbacks Of Leach Algorithm: • In LEACH procedure, every SN casually chooses a head of cluster & energy utilization will be high. • Cluster head un-uniform distribution of residual creates the less energy.