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Progress in technology has led to the setting of new records in every area, whether it is related to health, defense, education, or industry. If we look into technology and engineering, it is developing in each sector and significantly impacted development. In the same way, we can see growth in the communication field, too, which has many applications such as security and surveillance, environmental monitoring, industrial applications, transportation & logistics, smart buildings, smart grids & energy control systems, health care, as well as a wireless sensor network. A wireless sensor is a network of sensors connected wirelessly. This technology is beneficial as it does not require any wires to be laid for communication, and also, there is no strict rule for deploying sensors. The sensors can be deployed in any area which has to be sensed through three main types: It can either be 1) uneven sensor deployment, 2) trigonous sensor deployment, and 3) quadrangle sensor deployment. It has been observed that this technology requires some development, so work needs to be done to improve its credibility. So before starting, it is to be known in what way it requires improvement; to find this, an extensive study of the past works is needed. We all know power is the heart of every technology nowadays; after losing the whole control, technology shuts down; similarly, sensors in a wireless sensor network are battery operated as battery discharged sensor or nodes becomes dead or does not remain a part of the system. So, to make the sensor battery last longer, work towards this is needed, and also, it is required to find where the network uses most of the energy and how it can be saved. This preliminary plan then becomes the aim of this thesis. While studying past works, it is found that mainly energy is consumed while sending the data to the base station; if each sensor communicates with the base station for sharing data, then sensors' battery drains, and the network becomes dead early. After this, a way is needed that all sensors do not send data; only one sensor sends data after taking it from other sensors, then clustering came into existence. In a wireless sensor network (WSN), clustering is a set of nodes in one of the nodes becoming a cluster head. The cluster head selects three-nodes that localize the running object and compute the information and forward it the cluster head. Cluster heads the information forwards to the sink node or base station . To incorporate clustering LEACH is introduced, LEACH (Low Energy Adaptive Cluster Hierarchy) is the essential work done in this direction. It is the best way of energy conservation by clustering . In this book, the work done in the past will be compared with the proposed algorithm. This gives the basic concept or algorithm for reducing energy consumption., it is used in tracking a moving object by enhancing it and introducing a few more algorithms to increase the network's lifetime during the tracking of moving objects. Before going deep into the technology, it is required to know a few more about unwired sensor networks. The unwired sensor network is a combination of a highly distributed group of battery-powered lightweight nodes deployed in large numbers to monitor the environment or system
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