International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395-0056
Volume: 11 Issue: 03 | Mar 2024
p-ISSN: 2395-0072
www.irjet.net
Cluster-Based Model for Predicting Energy Efficiency in MANETs through Parameter Evaluation Dr.M V S S Nagendranath1, Kanuri Yamuna2, Yajjavarapu Sai Sravani3, Palasetti Sri Mounika4, Dintakurthi Priyanka5 1Professor, Dept. of Computer Science and Engineering, Sasi Institute of Technology & Engineering,
Tadepalligudem, A.P, India.
2,3,4,5 Students of Computer Science and Engineering, Sasi Institute of Technology & Engineering, Tadepalligudem,
A.P, India. ---------------------------------------------------------------------***--------------------------------------------------------------------Abstract - Mobile ad hoc due to autonomous node direction, networks are selfconfiguring, structure-less systems for sending data from one connection to another. One of the key difficulties in a network during information transmission is maintaining intermediate node information for efficient transmission. Additionally, the intermediary party can be hacking the data using wormhole and black hole assaults. As a result, this research suggests an efficient clustering methodology based on neighboring relationships. The transmitted node information protocols' surrounding relationships are analyzed by the protocol. Information from each similar node is gathered into a cluster. The configuration of the cl-head and nearby nodes is now being modified regularly to prevent middleman operation like wormhole and black hole. Additionally, the Fireflies algorithm-based Energy efficient routing protocol is used to efficiently regulate the energy consumption. The observational data, such as the packet delivery ratio, energy usage factor, and proportion of attack-free routing efficiency, are then used to examine the system's efficiency.
compact groups known as clusters, via which information transfer can be carried out. Each cluster often has a clhead who coordinates the gathering and aggregation of data inside that cluster[2]. Any node of the particular cluster typically transfers the data packets to the cl-head. Clustering in WSN ensures that fundamental performance goals are met with a greater number of sensor nodes. Because clustering raises the requirement for central structure and encourages local decisions, it also increases the scalability of WSN. It is possible to separate the MANET structure into distributed and cluster networks. In a distributed network structure, all nodes play an equal role, and mesh topographic anatomy can be freely changed in response to node quality. The selection of the cluster head node is a crucial issue in clustering networks [3]. The performance of cluster-head nodes is superior to that of regular nodes, necessitating more powerful processing and more energy. So choosing the cluster-head nodes is crucial in a clustering network. Clustering can solve issues with routing protocols, enhance the calibre of data transmission, and increase network scalability. In MANET, clusters offer a reliable means of tying together mobile nodes and efficiently allocating resources. They also offer a network layered environment through cluster to assure the stability of MANET structure. Clustering involves the cl-head, cluster members, and gateway, with the cl-head and gateway acting as the backbone nodes in a hierarchical ad hoc network. Cluster- Member (CM) is a regular node, and Cluster-Head (CH) is a cluster's local coordinator. The node in question is not a CH or a gateway.
Key Words: obility, throughput, loadbalance, scalability, fireflies, cluster head (cl-head).
1.INTRODUCTION Mobile ad hoc networks have experienced a fundamental increase in demand. In fact, this kind of network has been used in a variety of utilizes, including those in the industrial, economic, cultural, and environmental fields, as well as in help desks, sensor networks, and communicative cars. Ad hoc networks' volatile communication is expected given how frequently the topology changes in these networks. Additionally, the mobility and energy limitations of mobile devices are a major source of issues. As a result, a multi-cluster network design for wireless systems needs to be able to adapt to changing network configurations on the go [1]. Ad hoc network partitioning, or clustering, is used to address the inefficient use of power and bandwidth for direct communication between each node. In clustered communication, network nodes can be divided into
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