The main purpose of wireless sensor networks to manage conventional systems is to adjust the vitality of systems and extend the entire life of the system. The wireless sensor networks have limited energy to micro sensor nodes. When such nodes lose their force absolutely, verbal altercation stops. Wireless sensor networks have the least effort and mandatory sensor hubs with a large degree of control. A sensor hub detects information in numerous applications on wireless sensor networks and transmits it to the sink through solitary or multi-jump routes. A hierarchal-based routing protocol is mainly used in the field of energy consumption. LEACH is also clustering based routing protocol. The main aim of this research is to create a number of rules to offer better and reliable network services for wireless sensors through stable networks with nodes with long service life. Reliable is a durable and better performance platform. In this paper, we are implementing a new algorithm based on soft and hard thresholding for 2-tier cluster head formation. First, the energy efficient routing protocol is studied and analyzed. Then we use new thresholding technology algorithms. It will help in improving the network life time. And also works on alive nodes, throughput etc.