Wireless Sensor Network Routing protocols with the implementation of the modified Q-LEACH Protocol for energy minimization using Probabilistic EM model for WSN The LEACH protocol based on the concept of location and threshold parameters for the selection of cluster head. In the process of improvement of LEACH, protocol one protocol is ava